96 results on '"Ricky O'Brien"'
Search Results
2. The dosimetric error due to uncorrected tumor rotation during real‐time adaptive prostate stereotactic body radiation therapy
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Chandrima Sengupta, Simon Skouboe, Thomas Ravkilde, Per Rugaard Poulsen, Doan Trang Nguyen, Peter B. Greer, Trevor Moodie, Nicholas Hardcastle, Amy J. Hayden, Sandra Turner, Shankar Siva, Keen‐Hun Tai, Jarad Martin, Jeremy T. Booth, Ricky O'Brien, and Paul J. Keall
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motion management ,motion-induced dose error ,tumor motion ,General Medicine - Abstract
Background: During prostate stereotactic body radiation therapy (SBRT), prostate tumor translational motion may deteriorate the planned dose distribution. Most of the major advances in motion management to date have focused on correcting this one aspect of the tumor motion, translation. However, large prostate rotation up to 30° has been measured. As the technological innovation evolves toward delivering increasingly precise radiotherapy, it is important to quantify the clinical benefit of translational and rotational motion correction over translational motion correction alone. Purpose: The purpose of this work was to quantify the dosimetric impact of intrafractional dynamic rotation of the prostate measured with a six degrees-of-freedom tumor motion monitoring technology. Methods: The delivered dose was reconstructed including (a) translational and rotational motion and (b) only translational motion of the tumor for 32 prostate cancer patients recruited on a 5-fraction prostate SBRT clinical trial. Patients on the trial received 7.25 Gy in a treatment fraction. A 5 mm clinical target volume (CTV) to planning target volume (PTV) margin was applied in all directions except the posterior direction where a 3 mm expansion was used. Prostate intrafractional translational motion was managed using a gating strategy, and any translation above the gating threshold was corrected by applying an equivalent couch shift. The residual translational motion is denoted as (Formula presented.). Prostate intrafractional rotational motion (Formula presented.) was recorded but not corrected. The dose differences from the planned dose due to (Formula presented.) + (Formula presented.), ΔD((Formula presented.) + (Formula presented.)) and due to (Formula presented.) alone, ΔD((Formula presented.)), were then determined for CTV D98, PTV D95, bladder V6Gy, and rectum V6Gy. The residual dose error due to uncorrected rotation, (Formula presented.) was then quantified: (Formula presented.) = ΔD((Formula presented.) + (Formula presented.)) - ΔD((Formula presented.)). Results: Fractional data analysis shows that the dose differences from the plan (both ΔD((Formula presented.) + (Formula presented.)) and ΔD((Formula presented.))) for CTV D98 was less than 5% in all treatment fractions. ΔD((Formula presented.) + (Formula presented.)) was larger than 5% in one fraction for PTV D95, in one fraction for bladder V6Gy, and in five fractions for rectum V6Gy. Uncorrected rotation, (Formula presented.) induced residual dose error, (Formula presented.), resulted in less dose to CTV and PTV in 43% and 59% treatment fractions, respectively, and more dose to bladder and rectum in 51% and 53% treatment fractions, respectively. The cumulative dose over five fractions, ∑D((Formula presented.) + (Formula presented.)) and ∑D((Formula presented.)), was always within 5% of the planned dose for all four structures for every patient. Conclusions: The dosimetric impact of tumor rotation on a large prostate cancer patient cohort was quantified in this study. These results suggest that the standard 3–5 mm CTV-PTV margin was sufficient to account for the intrafraction prostate rotation observed for this cohort of patients, provided an appropriate gating threshold was applied to correct for translational motion. Residual dose errors due to uncorrected prostate rotation were small in magnitude, which may be corrected using different treatment adaptation strategies to further improve the dosimetric accuracy.
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- 2022
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3. Generating patient‐matched 3D‐printed pedicle screw and laminectomy drill guides from Cone Beam CT images: Studies in ovine and porcine cadavers
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Andrew Kanawati, Alex Constantinidis, Zoe Williams, Ricky O'Brien, and Tess Reynolds
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Sheep ,Spinal Fusion ,Surgery, Computer-Assisted ,Pedicle Screws ,Swine ,Printing, Three-Dimensional ,Cadaver ,Cervical Vertebrae ,Laminectomy ,Animals ,Reproducibility of Results ,General Medicine ,Cone-Beam Computed Tomography - Abstract
The emergence of robotic Cone Beam Computed Tomography (CBCT) imaging systems in trauma departments has enabled 3D anatomical assessment of musculoskeletal injuries, supplementing conventional 2D fluoroscopic imaging for examination, diagnosis, and treatment planning. To date, the primary focus has been on trauma sites in the extremities.To determine if CBCT images can be used during the treatment planning process in spinal instrumentation and laminectomy procedures, allowing accurate 3D-printed pedicle screw and laminectomy drill guides to be generated for the cervical and thoracic spine.The accuracy of drill guides generated from CBCT images was assessed using animal cadavers (ovine and porcine). Preoperative scans were acquired using a robotic CBCT C-arm system, the Siemens ARTIS pheno (Siemens Healthcare, GmbH, Germany). The CBCT images were imported into 3D-Slicer version 4.10.2 (www.slicer.org) where vertebral models and specific guides were developed and subsequently 3D-printed. In the ovine cadaver, 11 pedicle screw guides from the T1-T5 and T7-T12 vertebra and six laminectomy guides from the C2-C7 vertebra were planned and printed. In the porcine cadaver, nine pedicle screw guides from the C3-T4 vertebra were planned and printed. For the pedicle screw guides, accuracy was assessed by three observers according to pedicle breach via the Gertzbein-Robbins grading system as well as measured mean axial and sagittal screw error via postoperative CBCT and CT scans. For the laminectomies, the guides were designed to leave 1 mm of lamina. The average thickness of the lamina at the mid-point was used to assess the accuracy of the guides, measured via postoperative CBCT and CT scans from three observers. For all measurements, the intraclass correlation coefficient (ICC) was calculated to determine observer reliability.Compared with the planned screw angles for both the ovine and porcine procedures (n = 32), the mean axial and sagittal screw error measured on the postoperative CBCT scans from three observers were 3.9 ± 1.9° and 1.8 ± 0.8°, respectively. The ICC among the observes was 0.855 and 0.849 for the axial and sagittal measurements, respectively, indicating good reliability. In the ovine cadaver, directly comparing the measured axial and sagittal screw angle of the visible screws (n = 14) in the postoperative CBCT and conventional CT scans from three observers revealed an average difference 1.9 ± 1.0° in axial angle and 1.8 ± 1.0° in the sagittal angle. The average thickness of the lamina at the middle of each vertebra, as measured on-screen in the postoperative CBCT scans by three observes was 1.6 ± 0.2 mm. The ICC among observers was 0.693, indicating moderate reliability. No lamina breaches were observed in the postoperative images.Here, CBCT images have been used to generate accurate 3D-printed pedicle screw and laminectomy drill guides for use in the cervical and thoracic spine. The results demonstrate sufficient precision compared with those previously reported, generated from standard preoperative CT and MRI scans, potentially expanding the treatment planning capabilities of robotic CBCT imaging systems in trauma departments and operating rooms.
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- 2022
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4. Practical workflow for arbitrary non-circular orbits for CT with clinical robotic C-arms
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Yiqun Q. Ma, Grace J. Gang, Tess Reynolds, Tina Ehitiati, Junyuan Li, Owen Dillon, Tom Russ, Wenying Wang, Clifford Weiss, Nicholas Theodore, Kelvin Hong, Ricky O’Brien, Jeffrey Siewerdsen, and Joseph W. Stayman
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- 2022
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5. First experimental evaluation of multi-target multileaf collimator tracking during volumetric modulated arc therapy for locally advanced prostate cancer
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Linda J. Bell, Per Rugaard Poulsen, John Kipritidis, Stephanie Roderick, Paul J. Keall, Y Ge, Doan Nguyen, Emily A. Hewson, Andrew Dipuglia, Ricky O'Brien, Jeremy T. Booth, and Thomas Eade
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Male ,Real-time adaptive radiotherapy ,Computer science ,0299 Other Physical Sciences, 1112 Oncology and Carcinogenesis ,0299 Other Physical Sciences ,Tracking (particle physics) ,Imaging phantom ,Standard deviation ,030218 nuclear medicine & medical imaging ,Locally advanced prostate cancer ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,Prostate ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Oncology & Carcinogenesis ,Lymph node ,Phantoms, Imaging ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Prostatic Neoplasms ,Radiotherapy Dosage ,Tracking system ,Hematology ,medicine.disease ,Multileaf collimator ,medicine.anatomical_structure ,Oncology ,Multi-target tracking ,030220 oncology & carcinogenesis ,Radiotherapy, Intensity-Modulated ,MLC tracking ,Particle Accelerators ,Nuclear medicine ,business - Abstract
Purpose Locally advanced and oligometastatic cancer patients require radiotherapy treatment to multiple independently moving targets. There is no existing commercial solution that can simultaneously track and treat multiple targets. This study experimentally implemented and evaluated a real-time multi-target tracking system for locally advanced prostate cancer. Methods Real-time multi-target MLC tracking was integrated with 3D x-ray image guidance on a standard linac. Three locally advanced prostate cancer treatment plans were delivered to a static lymph node phantom and dynamic prostate phantom that reproduced three prostate trajectories. Treatments were delivered using multi-target MLC tracking, single-target MLC tracking, and no tracking. Doses were measured using Gafchromic film placed in the dynamic and static phantoms. Dosimetric error was quantified by the 2%/2 mm gamma failure rate. Geometric error was evaluated as the misalignment between target and aperture positions. The multi-target tracking system latency was measured. Results The mean (range) gamma failure rates for the prostate and lymph nodes, were 18.6% (5.2%, 28.5%) and 7.5% (1.1%, 13.7%) with multi-target tracking, 7.9% (0.7%, 15.4%) and 37.8% (18.0%, 57.9%) with single-target tracking, and 38.1% (0.6%, 75.3%) and 37.2% (29%, 45.3%) without tracking. Multi-target tracking had the lowest geometric error with means and standard deviations within 0.2 ± 1.5 for the prostate and 0.0 ± 0.3 mm for the lymph nodes. The latency was 730 ± 20 ms. Conclusion This study presented the first experimental implementation of multi-target tracking to independently track prostate and lymph node displacement during VMAT. Multi-target tracking reduced dosimetric and geometric errors compared to single-target tracking and no tracking.
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- 2021
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6. CArdiac and REspiratory adaptive Computed Tomography (CARE-CT): a proof-of-concept digital phantom study
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Natasha Morton, Paul Keall, Ricky O’Brien, and Tess Reynolds
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Motion ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,Respiration ,Biomedical Engineering ,Biophysics ,Humans ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Artifacts ,Instrumentation ,Biotechnology - Abstract
Current respiratory 4DCT imaging for high-dose rate thoracic radiotherapy treatments are negatively affected by the complex interaction of cardiac and respiratory motion. We propose an imaging method to reduce artifacts caused by thoracic motion, CArdiac and REspiratory adaptive CT (CARE-CT), that monitors respiratory motion and ECG signals in real-time, triggering CT acquisition during combined cardiac and respiratory bins. Using a digital phantom, conventional 4DCT and CARE-CT acquisitions for nineteen patient-measured physiological traces were simulated. Ten respiratory bins were acquired for conventional 4DCT scans and ten respiratory bins during cardiac diastole were acquired for CARE-CT scans. Image artifacts were quantified for 10 common thoracic organs at risk (OAR) substructures using the differential normalized cross correlation between axial slices (ΔNCC), mean squared error (MSE) and sensitivity. For all images, on average, CARE-CT improved the ΔNCC for 18/19 and the MSE and sensitivity for all patient traces. The ΔNCC was reduced for all cardiac OARs (mean reduction 21%). The MSE was reduced for all OARs (mean reduction 36%). In the digital phantom study, the average scan time was increased from 1.8 ± 0.4 min to 7.5 ± 2.2 min with a reduction in average beam on time from 98 ± 28 s to 45 s using CARE-CT compared to conventional 4DCT. The proof-of-concept study indicates the potential for CARE-CT to image the thorax in real-time during the cardiac and respiratory cycle simultaneously, to reduce image artifacts for common thoracic OARs.
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- 2022
7. A Review of Cardiac Radioablation (CR) for Arrhythmias: Procedures, Technology, and Future Opportunities
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PGDip Suzanne Lydiard, Ricky O'Brien, Geoffrey D. Hugo, Oliver Blanck, and Paul J. Keall
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Organs at Risk ,cardiac radioablation ,Cancer Research ,medicine.medical_specialty ,Standardization ,Swine ,0299 Other Physical Sciences ,Treatment outcome ,MEDLINE ,Magnetic Resonance Imaging, Interventional ,Radiosurgery ,030218 nuclear medicine & medical imaging ,Cicatrix ,Electrocardiography ,03 medical and health sciences ,Dogs ,0302 clinical medicine ,Clinical history ,Atrial Fibrillation ,medicine ,Animals ,Humans ,Organ Motion ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Radiation treatment planning ,Radiation ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Technology choice ,Arrhythmias, Cardiac ,Heart ,Radiotherapy Dosage ,Treatment Outcome ,Oncology ,Treatment delivery ,030220 oncology & carcinogenesis ,Tachycardia, Ventricular ,Swine, Miniature ,Rabbits ,business ,Radiotherapy, Image-Guided - Abstract
Purpose Cardiac radioablation (CR), a new treatment for cardiac arrhythmias such as ventricular tachycardia and atrial fibrillation, has had promising clinical outcomes to date. There is consequent desire for rapid clinical adoption. However, CR presents unique challenges to radiation therapy, and it is paramount that clinical adoption be performed safely and effectively. Recent reviews comprehensively detail patient selection, clinical history, treatment outcomes, and treatment toxicities but only briefly mention the technical aspects of CR. To address this knowledge gap, this review collates currently available knowledge regarding CR technology choice and procedural details to help inform and guide clinics considering implementing their own CR program, to aid technique standardization, and to highlight areas that require further development or verification. Methods and Materials Original preclinical and clinical scientific articles that sufficiently detailed CR technical aspects, including pretreatment electrophysiology and imaging, motion analysis and management techniques, treatment planning, and/or treatment delivery, were identified within a comprehensive literature search. Results Nineteen preclinical and 18 clinical scientific articles sufficiently detailed the technical aspects of CR treatment deliveries on live subjects. The technical aspects of these scientific articles were diverse: Preclinical treatments have been performed with brachytherapy, photons, protons, and carbon ions, and clinical treatments have been performed with photons using conventional, robotic, and magnetic resonance imaging guided systems. Other technical aspects demonstrated similar variability. Conclusions This review summarizes the technical aspects and procedural details of preclinical and clinical CR treatment deliveries and highlights the complexity and current variability of CR. There is need for standardized procedural reporting to aid multicenter and multiplatform evaluation and potential for significant technological improvements in imaging, planning, delivery, and monitoring to maximize the clinical outcomes for selected patients with arrhythmia.
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- 2021
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8. MLC tracking for lung SABR is feasible, efficient and delivers high-precision target dose and lower normal tissue dose
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Doan Trang Nguyen, Alexander Podreka, Kathryn Szymura, Benjamin Harris, Vincent Caillet, Thomas Eade, Ricky O'Brien, Dasantha Jayamanne, Georgios I. Angelis, Nicholas Hardcastle, Per Rugaard Poulsen, Meegan Shepherd, Jeremy T. Booth, Carol Haddad, Paul J. Keall, and Adam Briggs
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Lung Neoplasms ,0299 Other Physical Sciences, 1112 Oncology and Carcinogenesis ,medicine.medical_treatment ,Normal tissue ,Radiosurgery ,Tracking (particle physics) ,SABR volatility model ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Planned Dose ,Carcinoma, Non-Small-Cell Lung ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Oncology & Carcinogenesis ,Stage (cooking) ,Lung ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Hematology ,Lung Neoplasms/radiotherapy ,Target dose ,Radiation therapy ,Adaptive radiotherapy ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Carcinoma, Non-Small-Cell Lung/diagnostic imaging ,MLC tracking ,Radiotherapy, Intensity-Modulated ,Lung SABR ,business ,Nuclear medicine - Abstract
Background and purposeThe purpose of this work is to present the clinical experience from the first-in-human trial of real-time tumor targeting via MLC tracking for stereotactic ablative body radiotherapy (SABR) of lung lesions.Methods and materialsSeventeen patients with stage 1 non-small cell lung cancer (NSCLC) or lung metastases were included in a study of electromagnetic transponder-guided MLC tracking for SABR (NCT02514512). Patients had electromagnetic transponders inserted near the tumor. An MLC tracking SABR plan was generated with planning target volume (PTV) expanded 5 mm from the end-exhale gross tumor volume (GTV). A clinically approved comparator plan was generated with PTV expanded 5 mm from a 4DCT-derived internal target volume (ITV). Treatment was delivered using a standard linear accelerator to continuously adapt the MLC based on transponder motion. Treated volumes and reconstructed delivered dose were compared between MLC tracking and comparator ITV-based treatment.ResultsAll seventeen patients were successfully treated with MLC tracking (70 successful fractions). MLC tracking treatment delivery time averaged 8 minutes. The time from the start of CBCT to the end of treatment averaged 22 minutes. The MLC tracking PTV for 16/17 patients was smaller than the ITV-based PTV (range -1.6% to 44% reduction, or -0.6 to 18 cc). Reductions in mean lung dose (27 cGy) and V20Gy (50 cc) were statistically significant (p ConclusionThe first treatments with lung MLC tracking have been successfully performed in seventeen SABR patients. MLC tracking for lung SABR is feasible, efficient and delivers high-precision target dose and lower normal tissue dose.
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- 2021
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9. Is multileaf collimator tracking or gating a better intrafraction motion adaptation strategy? An analysis of the TROG 15.01 stereotactic prostate ablative radiotherapy with KIM (SPARK) trial
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Andrew Kneebone, Sandra Turner, George Hruby, Thomas Eade, Jeremy T. Booth, Keen Hun Tai, Amy Hayden, Paul J. Keall, Ricky O'Brien, Doan Trang Nguyen, Shankar Siva, Per Rugaard Poulsen, Peter B. Greer, Jarad Martin, Trevor Moodie, Nicholas Hardcastle, and Emily A. Hewson
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Male ,image-guided radiation therapy ,0299 Other Physical Sciences, 1112 Oncology and Carcinogenesis ,medicine.medical_treatment ,Gating ,Radiosurgery ,SABR volatility model ,Multileaf collimator tracking ,0203 Classical Physics ,030218 nuclear medicine & medical imaging ,Motion ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,motion management ,Prostate ,Ablative case ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Oncology & Carcinogenesis ,Image-guided radiation therapy ,Real-time image-guided radiotherapy ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Prostatic Neoplasms ,Prostate stereotactic ablative radiotherapy (SABR) ,Hematology ,medicine.disease ,Multileaf collimator ,Radiation therapy ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Kilovoltage Intrafraction Monitoring (KIM) ,Radiotherapy, Intensity-Modulated ,business ,Nuclear medicine - Abstract
PurposeStereotactic Ablative Radiotherapy (SABR) has recently emerged as a favourable treatment option for prostate cancer patients. With higher doses delivered over fewer fractions, motion adaptation is a requirement for accurate delivery of SABR. This study compared the efficacy of multileaf collimator (MLC) tracking vs. gating as a real-time motion adaptation strategy for prostate SABR patients enrolled in a clinical trial.MethodsForty-four prostate cancer patients treated over five fractions in the TROG 15.01 SPARK trial were analysed in this study. Forty-nine fractions were treated using MLC tracking and 166 fractions were treated using beam gating and couch shifts. A time-resolved motion-encoded dose reconstruction method was used to evaluate the dose delivered using each motion adaptation strategy and compared to an estimation of what would have been delivered with no motion adaptation strategy implemented.ResultsMLC tracking and gating both delivered doses closer to the plan compared to when no motion adaptation strategy was used. Differences between MLC tracking and gating were small with differences in the mean discrepancy from the plan of -0.3% (CTV D98%), 1.4% (CTV D2%), 0.4% (PTV D95%), 0.2% (rectum V30Gy) and 0.0% (bladder V30Gy). On average, 0.5 couch shifts were required per gated fractions with a mean interruption duration of 1.8 ± 2.6 min per fraction treated using gating.ConclusionBoth MLC tracking and gating were effective strategies at improving the accuracy of the dose delivered to the target and organs at risk. While dosimetric performance was comparable, gating resulted in interruptions to treatment.Clinical trial registration numberNCT02397317.
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- 2020
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10. System requirements to improve adaptive 4-dimensional computed tomography (4D CT) imaging
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Natasha Morton, Ricky O’Brien, Paul Keall, and Tess Reynolds
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Motion ,Lung Neoplasms ,4D CT ,Phantoms, Imaging ,0299 Other Physical Sciences ,Humans ,adaptive imaging ,artifacts ,Four-Dimensional Computed Tomography ,Artifacts ,General Nursing - Abstract
Four-Dimensional Computed Tomography (4D CT) is of increasing importance in stereotactic body radiotherapy (SBRT) treatments affected by respiratory motion. However, 4D CT images are commonly impacted by irregular breathing, causing image artifacts that can propagate through to treatment, negatively effecting local control. REspiratory Adaptive CT (REACT) is a real-time gating method demonstrated to reduce motion artifacts by avoiding imaging during irregular respiration. Despite artifact reduction seen through in silico and clinical phantom-based studies, REACT has not been able to remove all artifacts. Here, we explore several hardware and software latencies (gantry rotation time, couch shifts, acquisition delays and phase calculation method) inherently linked to REACT and 4D CT in general and investigate their contribution to artifacts beyond those caused by irregular breathing. Imaging was simulated using the digital extended cardiac-torso (XCAT) phantom for fifty patient-measured respiratory traces. Imaging protocols included conventional cine 4D CT and five REACT scans with systematically varied parameters to test the effect of different latencies on artifacts. Artifacts were quantified by comparing the image normalized cross correlation across couch transition points and determining the volume error compared to a static phantom ground truth both as a total error and individually across pixel rows in the main plane of motion. Artifacts were determined for each lung, the whole heart and lung tumour and were compared back to conventional 4D CT and REACT with standard clinical scanning parameters. The gantry rotation time and acquisition delay were found to have the largest impact on reducing image artifacts and should be the focus of future development. The phase calculation method was also found to influence motion artifacts and should potentially be assessed on a patient-to-patient basis. Finally, the correlation between an increase in artifacts and baseline drift suggests that longer scan times allowing drift to occur may impact image quality.
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- 2022
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11. Adaptive CaRdiac cOne BEAm computed Tomography (ACROBEAT): Developing the next generation of cardiac cone beam CT imaging
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Brendan Whelan, Joseph Prinable, Owen Dillon, Ricky O'Brien, Paul J. Keall, and Tess Reynolds
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Cone beam computed tomography ,cardiac ,Computer science ,Image quality ,0299 Other Physical Sciences ,Signal ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Cardiac phantom ,0302 clinical medicine ,Germany ,Cardiac procedures ,Image Processing, Computer-Assisted ,Humans ,adaptive imaging ,Projection (set theory) ,Cone beam ct ,Cardiac imaging ,Retrospective Studies ,Phantoms, Imaging ,CBCT ,Heart ,General Medicine ,Cone-Beam Computed Tomography ,Cbct imaging ,030220 oncology & carcinogenesis ,Biomedical engineering - Abstract
Purpose: An important factor when considering the use of interventional cone beam computed tomography (CBCT) imaging during cardiac procedures is the trade-off between imaging dose and image quality. Accordingly, Adaptive CaRdiac cOne BEAm computed Tomography (ACROBEAT) presents an alternative acquisition method, adapting the gantry velocity and projection rate of CBCT imaging systems in accordance with a patient's electrocardiogram (ECG) signal in real-time. The aim of this study was to experimentally investigate that ACROBEAT acquisitions deliver improved image quality compared to conventional cardiac CBCT imaging protocols with fewer projections acquired. Methods: The Siemens ARTIS pheno (Siemens Healthcare, GmbH, Germany), a robotic CBCT C-arm system, was used to compare ACROBEAT with a commercially available conventional cardiac imaging protocol that utilizes multisweep retrospective ECG-gated acquisition. For ACROBEAT, real-time control of the gantry position was enabled through the Siemens Test Automation Control system. ACROBEAT and conventional image acquisitions of the CIRS Dynamic Cardiac Phantom were performed, using five patient-measured ECG traces. The traces had average heart rates of 56, 64, 76, 86, and 100 bpm. The total number of acquired projections was compared between the ACROBEAT and conventional acquisition methods. The image quality was assessed via the contrast-to-noise ratio (CNR), structural similarity index (SSIM), and root-mean square error (RMSE). Results: Compared to the conventional protocol, ACROBEAT reduced the total number of projections acquired by 90%. The visual image quality provided by the ACROBEAT acquisitions, across all traces, matched or improved compared to conventional acquisition and was independent of the patient's heart rate. Across all traces, ACROBEAT averaged 1.4 times increase in the CNR, a 23% increase in the SSIM and a 29% decrease in the RMSE compared to conventional and was independent of the patient's heart rate. Conclusion: Adaptive patient imaging is feasible on a clinical robotic CBCT system, delivering higher quality images while reducing the number of projections acquired by 90% compared to conventional cardiac imaging protocols.
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- 2021
12. Geometric uncertainty analysis of MLC tracking for lung SABR
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Thomas Eade, Jeremy T. Booth, Dasantha Jayamanne, Carol Haddad, Benjamin J. Zwan, Kathryn Szymura, Alexander Prodreka, Adam Briggs, Vincent Caillet, Ricky O'Brien, Nicholas Hardcastle, Peter B. Greer, B Harris, and Paul J. Keall
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Male ,image-guided radiation therapy ,Lung Neoplasms ,0299 Other Physical Sciences ,Context (language use) ,SABR volatility model ,Tracking (particle physics) ,Radiosurgery ,law.invention ,Cohort Studies ,motion management ,law ,Humans ,Radiology, Nuclear Medicine and imaging ,Uncertainty analysis ,Mathematics ,Image-guided radiation therapy ,Radiological and Ultrasound Technology ,business.industry ,Phantoms, Imaging ,Radiotherapy Planning, Computer-Assisted ,Uncertainty ,Motion management ,Collimator ,Confidence interval ,Particle Accelerators ,Nuclear medicine ,business - Abstract
Purpose. The purpose of this work was to report on the geometric uncertainty for patients treated with multi-leaf collimator (MLC) tracking for lung SABR to verify the accuracy of the system. Methods. Seventeen patients were treated as part of the MLC tracking for lung SABR clinical trial using electromagnetic beacons implanted around the tumor acting as a surrogate for target motion. Sources of uncertainties evaluated in the study included the surrogate-target positional uncertainty, the beam-surrogate tracking uncertainty, the surrogate localization uncertainty, and the target delineation uncertainty. Probability density functions (PDFs) for each source of uncertainty were constructed for the cohort and each patient. The total PDFs was computed using a convolution approach. The 95% confidence interval (CI) was used to quantify these uncertainties. Results. For the cohort, the surrogate-target positional uncertainty 95% CIs were ±2.5 mm (−2.0/3.0 mm) in left-right (LR), ±3.0 mm (−1.6/4.5 mm) in superior–inferior (SI) and ±2.0 mm (−1.8/2.1 mm) in anterior–posterior (AP). The beam-surrogate tracking uncertainty 95% CIs were ±2.1 mm (−2.1/2.1 mm) in LR, ±2.8 mm (−2.8/2.7 mm) in SI and ±2.1 mm (−2.1/2.0 mm) in AP directions. The surrogate localization uncertainty minimally impacted the total PDF with a width of ±0.6 mm. The target delineation uncertainty distribution 95% CIs were ±5.4 mm. For the total PDF, the 95% CIs were ±5.9 mm (−5.8/6.0 mm) in LR, ±6.7 mm (−5.8/7.5 mm) in SI and ±6.0 mm (−5.5/6.5 mm) in AP. Conclusion. This work reports the geometric uncertainty of MLC tracking for lung SABR by accounting for the main sources of uncertainties that occurred during treatment. The overall geometric uncertainty is within ±6.0 mm in LR and AP directions and ±6.7 mm in SI. The dominant uncertainty was the target delineation uncertainty. This geometric analysis helps put into context the range of uncertainties that may be expected during MLC tracking for lung SABR (ClinicalTrials.gov registration number: NCT02514512).
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- 2020
13. Minimizing 4DCBCT imaging dose and scan time with Respiratory Motion Guided 4DCBCT: a pre-clinical investigation
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Praise Lim, Ricky O'Brien, Paul J. Keall, and Tess Reynolds
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Cone beam computed tomography ,Respiratory rate ,Image quality ,Computer science ,Angular distance ,Phantoms, Imaging ,0206 medical engineering ,02 engineering and technology ,Cone-Beam Computed Tomography ,020601 biomedical engineering ,Bin ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Motion ,0302 clinical medicine ,Breathing ,Humans ,Four-Dimensional Computed Tomography ,Particle Accelerators ,Projection (set theory) ,General Nursing ,Biomedical engineering - Abstract
Current conventional 4D Cone Beam Computed Tomography (4DCBCT) imaging is hampered by inconsistent patient breathing that leads to long scan times, reduced image quality and high imaging dose. To address these limitations, Respiratory Motion Guided 4D cone beam computed tomography (RMG-4DCBCT) uses mathematical optimization to adapt the gantry rotation speed and projection acquisition rate in real-time in response to changes in the patient’s breathing rate. Here, RMG-4DCBCT is implemented on an Elekta Synergy linear accelerator to determine the minimum achievable imaging dose. 8 patient-measured breathing traces were programmed into a 1D motion stage supporting a 3D-printed anthropomorphic thorax phantom. The respiratory phase and current gantry position were calculated in real-time with the RMG-4DCBCT software, which in turn modulated the gantry rotation speed and suppressed projection acquisition. Specifically, the effect of acquiring 20, 25, 30, 35 and 40 projections/respiratory phase bin RMG scans on scan time and image quality was assessed. Reconstructed image quality was assessed via the contrast-to-noise ratio (CNR) and the Edge Response Width (ERW) metrics. The performance of the system in terms of gantry control accuracy was also assessed via an analysis of the angular separation between adjacent projections. The median CNR increased linearly from 5.90 (20 projections/bin) to 8.39 (40 projections/bin). The ERW did not significantly change from 1.08 mm (20 projections/bin) to 1.07 mm (40 projections/bin), indicating the sharpness is not dependent on the total number of projections acquired. Scan times increased with increasing total projections and slower breathing rates. Across all 40 RMG-4DCBCT scans performed, the average difference in the acquired and desired angular separation between projections was 0.64°. RMG-4DCBCT provides the opportunity to enable fast low-dose 4DCBCT (∼70 s, 200 projections), without compromising on current clinical image quality.
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- 2020
14. First experimental investigation of simultaneously tracking two independently moving targets on an MRI-linac using real-time MRI and MLC tracking
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Paul Liu, David J. Waddington, Y Ge, Doan Trang Nguyen, Ricky O'Brien, Paul J. Keall, Bing Dong, Emily A. Hewson, and Gary P Liney
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0299 Other Physical Sciences, 0903 Biomedical Engineering, 1112 Oncology and Carcinogenesis ,Male ,Aperture ,Computer science ,medicine.medical_treatment ,0299 Other Physical Sciences ,MRI-guided radiation therapy ,Tracking (particle physics) ,Imaging phantom ,030218 nuclear medicine & medical imaging ,law.invention ,03 medical and health sciences ,Motion ,0302 clinical medicine ,law ,medicine ,Computer vision ,Segmentation ,Irradiation ,medicine.diagnostic_test ,business.industry ,Phantoms, Imaging ,Radiotherapy Planning, Computer-Assisted ,Magnetic resonance imaging ,Tracking system ,Collimator ,General Medicine ,Real-time MRI ,Magnetic Resonance Imaging ,Radiation therapy ,Nuclear Medicine & Medical Imaging ,030220 oncology & carcinogenesis ,Artificial intelligence ,Radiotherapy, Intensity-Modulated ,Particle Accelerators ,business - Abstract
Purpose High quality radiotherapy is challenging in cases where multiple targets with independent motion are simultaneously treated. A real-time tumor tracking system that can simultaneously account for the motion of two targets was developed and characterized. Methods The multitarget tracking system was implemented on a magnetic resonance imaging (MRI)-linac and utilized multi-leaf collimator (MLC) tracking to adapt the radiation beam to phantom targets reproducing motion with prostate and lung motion traces. Multitarget tracking consisted of three stages: (a) pretreatment aperture segmentation where the treatment aperture was divided into segments corresponding to each target, (b) MR imaging where the positions of the two targets were localized, and (c) MLC tracking where an updated treatment aperture was calculated. Electronic portal images (EPID) acquired during irradiation were analyzed to characterize geometric uncertainty and tracking latency. Results Multitarget MLC tracking effectively accounted for the motion of both targets during treatment. The root-mean-square error between the centers of the targets and the centers of the corresponding MLC leaves were reduced from 5.5 mm without tracking to 2.7 mm with tracking for lung motion traces and reduced from 4.2 to 1.4 mm for prostate motion traces. The end-to-end latency of tracking was measured to be 328 ± 44 ms. Conclusions We have demonstrated the first experimental implementation of MLC tracking for multiple targets having independent motion. This technology takes advantage of the imaging capabilities of MRI-linacs and would allow treatment margins to be reduced in cases where multiple targets are simultaneously treated.
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- 2020
15. Toward improved 3D carotid artery imaging with Adaptive CaRdiac cOne BEAm computed Tomography (ACROBEAT)
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Owen Dillon, Ricky O'Brien, Brendan Whelan, Joseph Prinable, Paul J. Keall, and Tess Reynolds
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Cone beam computed tomography ,Image quality ,Computer science ,0299 Other Physical Sciences ,Dynamic imaging ,Carotid arteries ,medicine.medical_treatment ,Radiation ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,motion management ,medicine ,Image Processing, Computer-Assisted ,Humans ,Four-Dimensional Computed Tomography ,Projection (set theory) ,medicine.diagnostic_test ,Phantoms, Imaging ,Motion blur ,Stent ,General Medicine ,Cone-Beam Computed Tomography ,medicine.anatomical_structure ,Carotid Arteries ,030220 oncology & carcinogenesis ,computer tomography ,Angiography ,Radiographic Image Interpretation, Computer-Assisted ,Biomedical engineering ,Artery - Abstract
Purpose: Interventional treatments of aneurysms in the carotid artery are increasingly being supplemented with three-dimensional (3D) x-ray imaging. The 3D imaging provides additional information on device sizing and stent malapposition during the procedure. Standard 3D x-ray image acquisition is a one-size fits all model, exposing patients to additional radiation and results in images that may have cardiac-induced motion blur around the artery. Here, we investigate the potential of a novel dynamic imaging technique Adaptive CaRdiac cOne BEAm computed Tomography (ACROBEAT) to personalize image acquisition by adapting the gantry velocity and projection rate in real-time to changes in the patient's electrocardiogram (ECG) trace. Methods: We compared the total number of projections acquired, estimated carotid artery widths and image quality between ACROBEAT and conventional (single rotation fixed gantry velocity and acquisition rate, no ECG-gating) scans in a simulation study and a proof-of-concept physical phantom experimental study. The simulation study dataset consisted of an XCAT digital software phantom programmed with five patient-measured ECG traces and artery motion curves. The ECG traces had average heart rates of 56, 64, 76, 86, and 100 bpm. To validate the concept experimentally, we designed and manufactured the physical phantom from an 8-mm diameter silicon rubber tubing cast into Phytagel. An artery motion curve and the ECG trace with an average heart rate of 56 bpm was passed through the phantom. To implement ACROBEAT on the Siemens ARTIS pheno angiography system for the proof-of-concept experimental study, the Siemens Test Automation Control System was used. The total number of projections acquired and estimated carotid artery widths were compared between the ACROBEAT and conventional scans. As the ground truth was available for the simulation studies, the image quality metrics of Root Mean Square Error (RMSE) and Structural Similarity Index (SSIM) were also utilized to assess image quality. Results: In the simulation study, on average, ACROBEAT reduced the number of projections acquired by 63%, reduced carotid width estimation error by 65%, reduced RMSE by 11% and improved SSIM by 27% compared to conventional scans. In the proof-of-concept experimental study, ACROBEAT enabled a 60% reduction in the number of projections acquired and reduced carotid width estimation error by 69% compared to a conventional scan. Conclusion: A simulation and proof-of-concept experimental study was completed applying a novel dynamic imaging protocol, ACROBEAT, to imaging the carotid artery. The ACROBEAT results showed significantly improved image quality with fewer projections, offering potential applications to intracranial interventional procedures negatively affected by cardiac motion.
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- 2020
16. The accuracy and precision of Kilovoltage Intrafraction Monitoring (KIM) six degree-of-freedom prostate motion measurements during patient treatments
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T. Fuangrod, Jeremy T. Booth, Doan Trang Nguyen, Andrew Kneebone, Vincent Caillet, Jung-Ha Kim, Ricky O'Brien, Paul J. Keall, Chen-Yu Huang, Thomas Eade, and Per Rugaard Poulsen
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Male ,Accuracy and precision ,Rotation ,Computer science ,Movement ,Image-guided radiotherapy ,Six degrees-of-freedom ,Intrafraction prostate tumor motion ,Translation (geometry) ,Standard deviation ,Motion (physics) ,029903 - Medical Physics [FoR] ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,symbols.namesake ,0302 clinical medicine ,motion management ,Computer Systems ,Humans ,Six degrees of freedom ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Tumor rotation ,Oncology & Carcinogenesis ,Aged ,Aged, 80 and over ,Radiotherapy ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Rotation around a fixed axis ,Prostatic Neoplasms ,Hematology ,Middle Aged ,Real-time motion monitoring ,Pearson product-moment correlation coefficient ,Oncology ,030220 oncology & carcinogenesis ,symbols ,Dose Fractionation, Radiation ,Artificial intelligence ,business ,Rotation (mathematics) ,Algorithms ,Radiotherapy, Image-Guided - Abstract
© 2017 Elsevier B.V. Background and purpose: To perform a quantitative analysis of the accuracy and precision of Kilovoltage Intrafraction Monitoring (KIM) six degree-of-freedom (6DoF) prostate motion measurements during treatments. Material and methods: Real-time 6DoF prostate motion was acquired using KIM for 14 prostate cancer patients (377 fractions). KIM outputs the 6DoF prostate motion, combining 3D translation and 3D rotational motion information relative to its planning position. The corresponding groundtruth target motion was obtained post-treatment based on kV/MV triangulation. The accuracy and precision of the 6DoF KIM motion estimates were calculated as the mean and standard deviation differences compared with the ground-truth. Results: The accuracy ± precision of real-time 6DoF KIM−measured prostate motion were 0.2 ± 1.3° for rotations and 0.1 ± 0.5 mm for translations, respectively. The magnitude of KIM-measured motion was well-correlated with the magnitude of ground-truth motion resulting in Pearson correlation coefficients of ≥0.88 in all DoF. Conclusions: The results demonstrate that KIM is capable of providing the real-time 6DoF prostate target motion during patient treatments with an accuracy ± precision of within 0.2 ± 1.3° and 0.1 ± 0.5 mm for rotation and translation, respectively. As KIM only requires a single X-ray imager, which is available on most modern cancer radiotherapy devices, there is potential for widespread adoption of this technology.
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- 2018
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17. A real-time IGRT method using a Kalman filter framework to extract 3D positions from 2D projections
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Doan Trang Nguyen, Per Rugaard Poulsen, Jeremy T. Booth, Ricky O'Brien, Chun-Chien Shieh, and Paul J. Keall
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Adaptive filter ,Male ,Rotation ,Mean squared error ,0299 Other Physical Sciences ,Population ,Normal Distribution ,Motion estimation ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,education ,IGRT ,Mathematics ,education.field_of_study ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,business.industry ,Covariance matrix ,intrafraction motion ,Prostate ,Prostatic Neoplasms ,Kalman filter ,prostate cancer ,Nuclear Medicine & Medical Imaging ,Noise ,0299 Other Physical Sciences, 0903 Biomedical Engineering, 1103 Clinical Sciences ,Artificial intelligence ,Particle Accelerators ,business ,Rotation (mathematics) - Abstract
Purpose. To estimate 3D prostate motion in real-time during irradiation from 2D prostate positions acquired from a kV imager on a standard linear accelerator utilising a Kalman filter (KF) framework. The advantage of this novel method is threefold: (1) eliminating the need of an initial learning period, therefore reducing patient imaging dose, (2) more robust against measurement noise and (3) more computationally efficient. In this paper, the novel KF method was evaluated in silico using patients' 3D prostate motion and simulated 2D projections. Methods. A KF framework was implemented to estimate 3D motion from 2D projection measurements in real-time during prostate cancer treatments. The noise covariance matrix was adaptively estimated from the previous 10 measurements. This method did not require an initial learning period as the KF process distribution was initialised using a population covariance matrix. This method was evaluated using a ground-truth motion dataset of 17 prostate cancer patients (536 trajectories) measured with electromagnetic transponders. 3D motion was projected onto a rotating imager (SID = 180 cm) (pixel size = 0.388 mm) and rotation speed of 6 /s and 2 /s to simulate VMAT treatments. Gantry-varying additive random noise (≤5 mm) was added to ground-truth measurements to simulate segmentation error and image quality degradation due to the patient's pelvic bones. For comparison, motion was also estimated using the clinically implemented Gaussian probability density function (PDF) method initialised with 600 projections. Results. Without noise, the 3D root mean square-errors (3D RMSEs) of motion estimated by the KF method were 0.4 0.1 mm and 0.3 0.2 mm for 2 /s and 6 /s gantry rotation, respectively. With noise, 3D RMSEs of KF estimated motion were 1.1 0.1 mm for both slow and fast gantry rotation scenarios. In comparison, using a Gaussian PDF method, with noise, 3D RMSE was 2 0.1 mm for both gantry rotation scenarios. Conclusion. This work presents a fast and accurate method for real-time 2D to 3D motion estimation using a KF approach to handle the random-walk component of prostate cancer motion. This method has sub-mm accuracy and is highly robust against measurement noise.
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- 2021
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18. The first clinical implementation of a real-time six degree of freedom target tracking system during radiation therapy based on Kilovoltage Intrafraction Monitoring (KIM)
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Jeremy T. Booth, Jarad Martin, Paul J. Keall, Kimberley Legge, Ricky O'Brien, Chen-Yu Huang, Doan Trang Nguyen, Per Rugaard Poulsen, Peter B. Greer, Jung-Ha Kim, and Lee Wilton
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Male ,Prostate adenocarcinoma ,Tumour motion ,Accuracy and precision ,Rotation ,image-guided ,Movement ,medicine.medical_treatment ,real-time ,Prostate cancer radiotherapy ,Adenocarcinoma ,Radiosurgery ,radiation therapy ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Intrafraction motion ,Prostate SBRT treatment ,Imaging, Three-Dimensional ,0302 clinical medicine ,Tumour translation ,Computer Systems ,Fiducial Markers ,Position (vector) ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Tumour rotation ,Prostatic Neoplasms ,Reproducibility of Results ,Iterative closest point ,Tracking system ,Hematology ,Cone-Beam Computed Tomography ,Middle Aged ,Radiation therapy ,Oncology ,030220 oncology & carcinogenesis ,business ,Nuclear medicine ,Stereotactic body radiotherapy ,Rotation (mathematics) ,Algorithms ,Radiotherapy, Image-Guided - Abstract
Purpose We present the first clinical implementation of a real-time six-degree of freedom (6DoF) Kilovoltage Intrafraction Monitoring (KIM) system which tracks the cancer target translational and rotational motions during treatment. The method was applied to measure and correct for target motion during stereotactic body radiotherapy (SBRT) for prostate cancer. Methods Patient: A patient with prostate adenocarcinoma undergoing SBRT with 36.25 Gy, delivered in 5 fractions was enrolled in the study. 6DoF KIM technology: 2D positions of three implanted gold markers in each of the kV images (125 kV, 10 mA at 11 Hz) were acquired continuously during treatment. The 2D → 3D target position estimation was based on a probability distribution function. The 3D → 6DoF target rotation was calculated using an iterative closest point algorithm. The accuracy and precision of the KIM method was measured by comparing the real-time results with kV-MV triangulation. Results Of the five treatment fractions, KIM was utilised successfully in four fractions. The intrafraction prostate motion resulted in three couch shifts in two fractions when the prostate motion exceeded the pre-set action threshold of 2 mm for more than 5 s. KIM translational accuracy and precision were 0.3 ± 0.6 mm, −0.2 ± 0.3 mm and 0.2 ± 0.7 mm in the Left-Right (LR), Superior-Inferior (SI) and Anterior-Posterior (AP) directions, respectively. The KIM rotational accuracy and precision were 0.8° ± 2.0°, −0.5° ± 3.3° and 0.3° ± 1.6° in the roll, pitch and yaw directions, respectively. Conclusion This treatment represents, to the best of our knowledge, the first time a cancer patient’s tumour position and rotation have been monitored in real-time during treatment. The 6 DoF KIM system has sub-millimetre accuracy and precision in all three translational axes, and less than 1° accuracy and 4° precision in all three rotational axes.
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- 2017
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19. Real-Time Image Guided Ablative Prostate Cancer Radiation Therapy: Results From the TROG 15.01 SPARK Trial
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Keen Hun Tai, Paul J. Keall, George Hruby, Thomas Eade, Helen J. Ball, John Kipritidis, Doan Trang Nguyen, Jeremy T. Booth, Amy Hayden, Val Gebski, Sandra Turner, Shankar Siva, Mark Sidhom, Trevor Moodie, Regina Bromley, Emily A. Hewson, Lee Wilton, Andrew Kneebone, Jarad Martin, Sankar Arumugam, Nicholas Hardcastle, Ricky O'Brien, Perry Hunter, Per Rugaard Poulsen, and Peter B. Greer
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Ablation Techniques ,Male ,Cancer Research ,medicine.medical_specialty ,image-guided radiation therapy ,Time Factors ,medicine.medical_treatment ,0299 Other Physical Sciences ,SABR volatility model ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,Prostate ,Ablative case ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Oncology & Carcinogenesis ,Image-guided radiation therapy ,Radiation ,business.industry ,Prostatic Neoplasms ,Middle Aged ,medicine.disease ,Radiation therapy ,Clinical trial ,Multileaf collimator ,medicine.anatomical_structure ,Treatment Outcome ,Oncology ,030220 oncology & carcinogenesis ,0299 Other Physical Sciences, 1103 Clinical Sciences, 1112 Oncology and Carcinogenesis ,Radiology ,Radiotherapy, Intensity-Modulated ,business - Abstract
PurposeKilovoltage intrafraction monitoring (KIM) is a novel software platform implemented on standard radiation therapy systems and enabling real-time image guided radiation therapy (IGRT). In a multi-institutional prospective trial, we investigated whether real-time IGRT improved the accuracy of the dose patients with prostate cancer received during radiation therapy.Methods and materialsForty-eight patients with prostate cancer were treated with KIM-guided SABR with 36.25 Gy in 5 fractions. During KIM-guided treatment, the prostate motion was corrected for by either beam gating with couch shifts or multileaf collimator tracking. A dose reconstruction method was used to evaluate the dose delivered to the target and organs at risk with and without real-time IGRT. Primary outcome was the effect of real-time IGRT on dose distributions. Secondary outcomes included patient-reported outcomes and toxicity.ResultsMotion correction occurred in ≥1 treatment for 88% of patients (42 of 48) and 51% of treatments (121 of 235). With real-time IGRT, no treatments had prostate clinical target volume (CTV) D98% dose 5% less than planned. Without real-time IGRT, 13 treatments (5.5%) had prostate CTV D98% doses 5% less than planned. The prostate CTV D98% dose with real-time IGRT was closer to the plan by an average of 1.0% (range, -2.8% to 20.3%). Patient outcomes showed no change in the 12-month patient-reported outcomes compared with baseline and no grade ≥3 genitourinary or gastrointestinal toxicities.ConclusionsReal-time IGRT is clinically effective for prostate cancer SABR.
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- 2019
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20. A six-degree-of-freedom robotic motion system for quality assurance of real-time image-guided radiotherapy
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Doan Trang Nguyen, Jeremy T. Booth, Ricky O'Brien, Paul J. Keall, Vincent Caillet, Andre Kyme, and Saree Alnaghy
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Male ,image-guided radiation therapy ,Lung Neoplasms ,Quality Assurance, Health Care ,Computer science ,Movement ,Translation (geometry) ,Motion (physics) ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Robotic Surgical Procedures ,Six degrees of freedom ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Image-guided radiation therapy ,Radiological and Ultrasound Technology ,business.industry ,Phantoms, Imaging ,Liver Neoplasms ,Prostatic Neoplasms ,Nuclear Medicine & Medical Imaging ,030220 oncology & carcinogenesis ,Robot ,Artificial intelligence ,business ,Rotation (mathematics) ,Robotic arm ,Software ,Motion system ,Radiotherapy, Image-Guided - Abstract
© 2019 Institute of Physics and Engineering in Medicine. In this study we develop and characterise a six degree-of-freedom (6 DoF) robotic motion system for quality assurance of real-time image-guided radiotherapy techniques. The system consists of a commercially available robotic arm, an acrylic phantom with embedded Calypso markers, a custom base plate to mount the robot to the treatment couch, and control software implementing the appropriate sequence of transformations to reproduce measured tumour motion traces. The robotic motion system was evaluated in terms of the set-up and motion trace repeatability, static localization accuracy and dynamic localization accuracy. Four prostate, two liver and three lung motion traces, representing a range of tumor motion trajectories recorded in real patient treatments, were executed using the robotic motion system and compared with motion measurements from the clinical Calypso motion tracking system. System set-up and motion trace repeatability was better than 0.5 deg and 0.3 mm for rotation and translation, respectively. The static localization accuracy of the robotic motion system in the LR, SI and AP directions was 0.09 mm, 0.08 mm and 0.02 mm for translations, respectively, and 0.2°, 0.06° and 0.06° for rotations, respectively. The dynamic localization accuracy of the robotic motion system was
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- 2019
21. The accuracy and precision of the KIM motion monitoring system used in the multi-institutional TROG 15.01 Stereotactic Prostate Ablative Radiotherapy with KIM (SPARK) trial
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Tim Montanaro, Trevor Moodie, Nicholas Hardcastle, Paul J. Keall, Doan Trang Nguyen, Shankar Siva, Perry Hunter, Amy Hayden, Per Rugaard Poulsen, Ricky O'Brien, Joshua Sams, Peter B. Greer, Andrew Kneebone, Jeremy T. Booth, Emily A. Hewson, Jung-Ha Kim, Jarad Martin, Keen Hun Tai, George Hruby, Thomas Eade, and Sandra Turner
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Male ,Accuracy and precision ,0299 Other Physical Sciences ,kilovoltage intrafraction monitoring ,geometric accuracy ,SABR volatility model ,Translation (geometry) ,Radiosurgery ,Linear particle accelerator ,030218 nuclear medicine & medical imaging ,real-time image guided radiotherapy ,03 medical and health sciences ,0302 clinical medicine ,six-degrees-of-freedom ,Humans ,Segmentation ,Image-guided radiation therapy ,prostate motion ,Mathematics ,SABR ,Retrospective Studies ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Centroid ,Prostatic Neoplasms ,General Medicine ,Nuclear Medicine & Medical Imaging ,030220 oncology & carcinogenesis ,Dose Fractionation, Radiation ,Particle Accelerators ,Nuclear medicine ,business ,Rotation (mathematics) ,Radiotherapy, Image-Guided - Abstract
© 2019 American Association of Physicists in Medicine Purpose: Kilovoltage intrafraction monitoring (KIM) allows for real-time image guidance for tracking tumor motion in six-degrees-of-freedom (6DoF) on a standard linear accelerator. This study assessed the geometric accuracy and precision of KIM used to guide patient treatments in the TROG 15.01 multi-institutional Stereotactic Prostate Ablative Radiotherapy with KIM trial and investigated factors affecting accuracy and precision. Methods: Fractions from 44 patients with prostate cancer treated using KIM-guided SBRT were analyzed across four institutions, on two different linear accelerator models and two different beam models (6 MV and 10 MV FFF). The geometric accuracy and precision of KIM was assessed from over 33 000 images (translation) and over 9000 images (rotation) by comparing the real-time measured motion to retrospective kV/MV triangulation. Factors potentially affecting accuracy, including contrast-to-noise ratio (CNR) of kV images and incorrect marker segmentation, were also investigated. Results: The geometric accuracy and precision did not depend on treatment institution, beam model or motion magnitude, but was correlated with gantry angle. The centroid geometric accuracy and precision of the KIM system for SABR prostate treatments was 0.0 ± 0.5, 0.0 ± 0.4 and 0.1 ± 0.3 mm for translation, and −0.1 ± 0.6°, −0.1 ± 1.4° and −0.1 ± 1.0° for rotation in the AP, LR and SI directions respectively. Centroid geometric error exceeded 2 mm for 0.05% of this dataset. No significant relationship was found between large geometric error and CNR or marker segmentation correlation. Conclusions: This study demonstrated the ability of KIM to locate the prostate with accuracy below other uncertainties in radiotherapy treatments, and the feasibility for KIM to be implemented across multiple institutions.
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- 2019
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22. The adaptation and investigation of cone-beam CT reconstruction algorithms for horizontal rotation fixed-gantry scans of rabbits
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Soo-Min Heng, Mark Gardner, Michael Jackson, Paul J. Keall, Jeffrey Barber, Verity Ahern, Owen Dillon, Ricky O'Brien, Stéphanie Corde, Peter Bennett, Chun-Chien Shieh, and Emily Debrot
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Rotation ,Mean squared error ,Computer science ,0299 Other Physical Sciences ,Iterative reconstruction ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,patient rotation ,0302 clinical medicine ,Motion estimation ,Image Processing, Computer-Assisted ,Animals ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Angle of rotation ,Motion compensation ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,Reconstruction algorithm ,Cone-Beam Computed Tomography ,image reconstruction ,Compressed sensing ,030220 oncology & carcinogenesis ,Rabbits ,Artifacts ,Algorithm ,Rotation (mathematics) ,Algorithms - Abstract
Fixed-gantry radiation therapy has been proposed as a low-cost alternative to the conventional rotating-gantry radiation therapy, that may help meet the rising global treatment demand. Fixed-gantry systems require gravitational motion compensated reconstruction algorithms to produce cone-beam CT (CBCT) images of sufficient quality for image guidance. The aim of this work was to adapt and investigate five CBCT reconstruction algorithms for fixed-gantry CBCT images. The five algorithms investigated were Feldkamp–Davis–Kress (FDK), prior image constrained compressed sensing (PICCS), gravitational motion compensated FDK (GMCFDK), motion compensated PICCS (MCPICCS) (a novel CBCT reconstruction algorithm) and simultaneous motion estimation and iterative reconstruction (SMEIR). Fixed-gantry and rotating-gantry CBCT scans were acquired of 3 rabbits, with the rotating-gantry scans used as a reference. Projections were sorted into rotation bins, based on the angle of rotation of the rabbit during image acquisition. The algorithms were compared using the structural similarity index measure root mean square error, and reconstruction time. Evaluation of the reconstructed volumes showed that, when compared with the reference rotating-gantry volume, the conventional FDK algorithm did not accurately reconstruct fixed-gantry CBCT scans. Whilst the PICCS reconstruction algorithm reduced some motion artefacts, the motion estimation reconstruction methods (GMCFDK, MCPICCS and SMEIR) were able to greatly reduce the effect of motion artefacts on the reconstructed volumes. This finding was verified quantitatively, with GMCFDK, MCPICCS and SMEIR reconstructions having RMSE 17%–19% lower and SSIM 1% higher than a conventional FDK. However, all motion compensated fixed-gantry CBCT reconstructions had a 56%–61% higher RMSE and 1.5% lower SSIM than FDK reconstructions of conventional rotating-gantry CBCT scans. The results show that motion compensation is required to reduce motion artefacts for fixed-gantry CBCT reconstructions. This paper further demonstrates the feasibility of fixed-gantry CBCT scans, and the ability of CBCT reconstruction algorithms to compensate for motion due to horizontal rotation.
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- 2021
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23. Functional imaging equivalence and proof of concept for image-guided adaptive radiotherapy with fixed gantry and rotating couch
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David Stewart, Paul F. White, Paul J. Keall, Ricky O'Brien, Brendan Whelan, Siddhartha Baxi, Peter Lazarakis, Chen-Yu Huang, William Counter, Michael Barton, Kuldeep Makhija, Michael Jackson, Ilana Feain, Chun-Chien Shieh, Sandra Fisher, and Simon Downes
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,Cone beam computed tomography ,lcsh:R895-920 ,Physics::Medical Physics ,Image registration ,Iterative reconstruction ,lcsh:RC254-282 ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Medicine ,Scientific Article ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Equivalence (measure theory) ,Ground truth ,business.industry ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Compressed sensing ,Transformation (function) ,Oncology ,Computer Science::Computer Vision and Pattern Recognition ,030220 oncology & carcinogenesis ,Artificial intelligence ,business - Abstract
Purpose: The purpose of this article is to present the first imaging experiments to demonstrate the functional equivalence between a conventional rotational gantry and a fixed-beam imaging geometry, and the feasibility of an iterative image-reconstruction technique under gravitational deformation. Methods and materials: Experiments were performed using an Elekta Axesse with Agility MLC and XVI, a custom-built rotating phantom stage, a Catphan QA phantom, and a porcine heart. For the imaging equivalence, a conventional cone beam computed tomography (CBCT) of the Catphan was acquired, as well as a set of 660 x-ray projections with a static gantry and rotating Catphan. Both datasets were reconstructed with the Feldkamp-Davis-Kress (FDK) algorithm, and the resultant volumetric images were compared using standard metrics. For imaging under gravitational deformation, a conventional CBCT of the Catphan and a set of 660 x-ray projections with a static gantry and rotating Catphan were also acquired with a porcine heart. The conventional CBCT was reconstructed using FDK. The projections that were acquired with the heart rotating were sorted into angular bins and reconstructed with prior image constrained compressed sensing using a deformation-blurred FDK prior. Deformation was quantified with B-spline transformation-based deformable image registration. Results: For imaging equivalence, the difference between the two Catphan images was consistent with Poisson noise. For imaging under gravitational deformation, the conventional CBCT porcine heart image (ground truth at 0 degrees) matched the static gantry, rotating heart reconstruction with a mean magnitude of
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- 2016
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24. Real-Time 3D Image Guidance Using a Standard LINAC: Measured Motion, Accuracy, and Precision of the First Prospective Clinical Trial of Kilovoltage Intrafraction Monitoring–Guided Gating for Prostate Cancer Radiation Therapy
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Emma Simpson, Ricky O'Brien, Paul J. Keall, Jeremy T. Booth, Per Rugaard Poulsen, Thomas Eade, J Ng, Vincent Caillet, Chen-Yu Huang, Andrew Kneebone, E. Colvill, and Prabhjot Juneja
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Male ,Cancer Research ,medicine.medical_specialty ,Accuracy and precision ,Movement ,medicine.medical_treatment ,Gating ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Prostate cancer ,Imaging, Three-Dimensional ,0302 clinical medicine ,Computer Systems ,Fiducial Markers ,Prostate ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Prospective Studies ,Radiation ,business.industry ,Radiotherapy Planning, Computer-Assisted ,image-guided radiotherapy ,Dose fractionation ,Prostatic Neoplasms ,Isocenter ,prostate cancer ,medicine.disease ,Radiation therapy ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Dose Fractionation, Radiation ,Radiotherapy, Intensity-Modulated ,Radiology ,Particle Accelerators ,Fiducial marker ,business ,Nuclear medicine ,Algorithms ,Radiotherapy, Image-Guided - Abstract
PURPOSE: Kilovoltage intrafraction monitoring (KIM) is a new real-time 3-dimensional image guidance method. Unlike previous real-time image guidance methods, KIM uses a standard linear accelerator without any additional equipment needed. The first prospective clinical trial of KIM is underway for prostate cancer radiation therapy. In this paper we report on the measured motion accuracy and precision using real-time KIM-guided gating. METHODS AND MATERIALS: Imaging and motion information from the first 200 fractions from 6 patient prostate cancer radiation therapy volumetric modulated arc therapy treatments were analyzed. A 3-mm/5-second action threshold was used to trigger a gating event where the beam is paused and the couch position adjusted to realign the prostate to the treatment isocenter. To quantify the in vivo accuracy and precision, KIM was compared with simultaneously acquired kV/MV triangulation for 187 fractions. RESULTS: KIM was successfully used in 197 of 200 fractions. Gating events occurred in 29 fractions (14.5%). In these 29 fractions, the percentage of beam-on time, the prostate displacement was >3 mm from the isocenter position, reduced from 73% without KIM to 24% with KIM-guided gating. Displacements >5 mm were reduced from 16% without KIM to 0% with KIM. The KIM accuracy was measured at
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- 2016
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25. Reducing 4DCBCT scan time and dose through motion compensated acquisition and reconstruction
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Paul J. Keall, Tess Reynolds, Armia George, Andrew Wallis, Ricky O'Brien, Shalini K Vinod, Sandie Smith, Owen Dillon, Benjamin King Fung Lau, and Jan-Jakob Sonke
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reconstruction ,Thoracic imaging ,Image quality ,Computer science ,0299 Other Physical Sciences ,medicine.medical_treatment ,imaging protocols ,Signal-To-Noise Ratio ,030218 nuclear medicine & medical imaging ,law.invention ,Reduction (complexity) ,Scan time ,Motion ,03 medical and health sciences ,0302 clinical medicine ,law ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Diaphragm (optics) ,radiotherapy ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,Cone-Beam Computed Tomography ,Radiation therapy ,Imaging dose ,030220 oncology & carcinogenesis ,Algorithms ,Biomedical engineering - Abstract
Conventional 4DCBCT captures 1320 projections across 4 min. Adaptive 4DCBCT has been developed to reduce imaging dose and scan time. This study investigated reconstruction algorithms that best complement adaptive 4DCBCT acquisition for reducing imaging dose and scan time whilst maintaining or improving image quality compared to conventional 4DCBCT acquisition using real patient data from the first 10 adaptive 4DCBCT patients. Adaptive 4DCBCT was implemented in the ADaptive CT Acquisition for Personalized Thoracic imaging clinical trial. Adaptive 4DCBCT modulates gantry rotation speed and kV acquisition rate in response to the patient’s real-time respiratory signal, ensuring even angular spacing between projections at each respiratory phase. We examined the first 10 lung cancer radiotherapy patients that received adaptive 4DCBCT. Fast, 200-projection scans over 60–80 s, and slower, 600-projection scans over ∼240 s, were obtained after routine patient treatment and compared against conventional 4DCBCT acquisition. Adaptive 4DCBCT acquisitions were reconstructed using Feldkamp−Davis−Kress (FDK), McKinnon–Bates (MKB), Motion Compensated FDK (MCFDK) and Motion Compensated MKB (MCMKB) algorithms. Reconstructions were assessed via, Structural SIMilarity (SSIM), Signal-to-Noise-Ratio (SNR), Contrast-to-Noise-Ratio (CNR), Tissue Interface Sharpness of Diaphragm (TIS-D) and Tumor (TIS-T). The 200- and 600-projection adaptive 4DCBCT acquisition corresponded to 85% and 55% reduction in imaging dose, shorter and similar scan times of approximately 90 s and 236 s respectively, compared to conventional 4DCBCT acquisition. 200- and 600-projection adaptive 4DCBCT reconstructions achieved more than 0.900 SSIM relative to conventional 4DCBCT acquisition. Compared to conventional 4DCBCT acquisition, 200-projection adaptive 4DCBCT reconstructions achieved higher SNR, CNR, TIS-T, TIS-D with motion compensated algorithms, MCFDK (208%, 159%, 174%, 247%) and MCMKB (214%, 173%, 266%, 245%) respectively. The 200-projection adaptive 4DCBCT MCFDK- and MCMKB-reconstruction results show image quality improvements are possible even with 85% fewer projections acquired. We established acquisition-reconstruction protocols that provide substantial reductions in imaging time and dose whilst improving image quality.
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- 2021
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26. Simulated multileaf collimator tracking for stereotactic liver radiotherapy guided by kilovoltage intrafraction monitoring: Dosimetric gain and target overdose trends
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T. Ravkilde, Paul J. Keall, Cai Grau, Morten Høyer, Per Rugaard Poulsen, Ghulam Murtaza, Esben S. Worm, and Ricky O'Brien
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Kilovoltage intrafraction monitoring ,Radiotherapy target organ alignment ,0299 Other Physical Sciences ,medicine.medical_treatment ,Image-guided radiation therapy ,Intrafraction motion ,Multileaf collimator tracking ,Tracking (particle physics) ,Radiosurgery ,Large target ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Fluoroscopy ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiometry ,medicine.diagnostic_test ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Hematology ,Volumetric modulated arc therapy ,Radiation therapy ,Multileaf collimator ,Oncology ,Liver ,030220 oncology & carcinogenesis ,Radiotherapy, Intensity-Modulated ,business ,Nuclear medicine ,Stereotactic body radiotherapy - Abstract
Purpose To investigate the potential benefit of multileaf collimator (MLC) tracking guided by kilovoltage intrafraction monitoring (KIM) during stereotactic body radiotherapy (SBRT) in the liver, and to understand trends of target overdose with MLC tracking. Methods Six liver SBRT patients with 2–3 implanted gold markers received SBRT delivered with volumetric modulated arc therapy (VMAT) in three fractions using daily cone-beam CT setup. The CTV-to-PTV margins were 5 mm in the axial plane and 10 mm in the cranio-caudal directions, and the plans were designed to give minimum target doses of 95% (CTV) and 67% (PTV). The three-dimensional marker trajectory estimated by post-treatment analysis of kV fluoroscopy images acquired throughout treatment delivery was assumed to represent the tumor motion. MLC tracking guided by real-time KIM was simulated. The reduction in CTV D95 (minimum dose to 95% of the clinical target volume) relative to the planned D95 (ΔD95) was compared between actual non-tracking and simulated MLC tracking treatments. Results MLC tracking maintained a high CTV dose coverage for all 18 fractions with ΔD95 (mean: 0.2 percentage points (pp), range: −1.7 to 1.9 pp) being significantly lower than for the actual non-tracking treatments (mean: 6.3 pp range: 0.6–16.0 pp) (p = 0.002). MLC tracking of large target motion perpendicular to the MLC leaves created dose artifacts with regions of overdose in the CTV. As a result, the mean dose in spherical volumes centered in the middle of the CTV was on average 2.4 pp (5 mm radius sphere) and 1.3 pp (15 mm radius sphere) higher than planned (p = 0.002). Conclusions Intrafraction tumor motion can deteriorate the CTV dose of liver SBRT. The planned CTV dose coverage may be restored with KIM-guided MLC tracking. However, MLC tracking may have a tendency to create hotspots in the CTV.
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- 2019
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27. Real-time respiratory triggered four dimensional cone-beam CT halves imaging dose compared to conventional 4D CBCT
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Paul J. Keall, Ricky O'Brien, Benjamin J. Cooper, and Chun-Chien Shieh
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Respiratory-Gated Imaging Techniques ,Time Factors ,Computer science ,Image quality ,Radiography ,medicine.medical_treatment ,Movement ,Computed tomography ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,motion management ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Cone beam ct ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Phantoms, Imaging ,Spiral Cone-Beam Computed Tomography ,Cone-Beam Computed Tomography ,Imaging dose ,Radiation therapy ,030220 oncology & carcinogenesis ,Respiratory Mechanics ,Radiographic Image Interpretation, Computer-Assisted ,Radiography, Thoracic ,business ,Nuclear medicine ,Algorithms - Abstract
Four dimensional cone-beam computed tomography (4D CBCT) improves patient positioning and the accuracy of radiation therapy for patients with mobile tumours. Generally, 4D CBCT requires many hundreds of x-ray projections to measure target trajectories and the imaging frequency is not adapted to the patient's respiratory signal resulting in over-sampling. In contrast, respiratory triggered 4D CBCT (RT 4D CBCT) is an acquisition technique that has been experimentally implemented and has shown to reduce the number of x-ray projections and thus 4D CBCT dose with minimal impact on image quality. The aim of this work is to experimentally investigate RT 4D CBCT in situ and measure target trajectory mean position, image quality and imaging dose from this approach. A commercially available phantom with programmable target motion was programmed with nine target trajectories derived from patient-measured respiratory traces known to span the range of image quality when used for 4D CBCT reconstruction. 4D CBCT datasets were acquired for each target trajectory using the RT 4D CBCT acquisition technique and the conventional 4D CBCT acquisition technique. From the reconstructed 4D CBCT datasets, target trajectory mean positions, imaging dose and image quality metrics were calculated and compared between the two techniques. Target trajectory and mean position were measured by tracking the target's displacement in the phantom; imaging dose was measured by counting the total number of x-ray projections acquired; and image quality was assessed by calculating the contrast-to-noise ratio (CNR), signal-to-noise ration (SNR) and edge response width (ERW). For each of the nine cases, the target trajectory mean position as determined by RT 4D CBCT and conventional 4D CBCT varied from the reference source trajectory mean position by 0.7 mm or less except for one case where a conventional 4D CBCT mean position varied by 1.3 mm. On the average of these nine studies, RT 4D CBCT required half as many projections as conventional 4D CBCT giving a 50% reduction in imaging dose. Overall, the image quality metrics (CNR and SNR) were marginally worse for RT 4D CBCT; ERW metric showed no statistically significant difference between the RT 4D CBCT and conventional 4D CBCT reconstructed datasets. Respiratory triggered 4D CBCT couples the real-time respiratory signal to the 4D CBCT image acquisition system and requires less imaging dose than conventional 4D CBCT to determine target trajectory mean positions.
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- 2019
28. Reducing 4D CT imaging artifacts at the source: first experimental results from the respiratory adaptive computed tomography (REACT) system
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Natasha Elizabeth Morton, Jonathan R Sykes, Christian Hofmann, Paul J. Keall, Jeffrey Barber, and Ricky O'Brien
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Scanner ,Lung Neoplasms ,0299 Other Physical Sciences ,Computed tomography ,Respiratory signal ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,motion management ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Respiratory system ,Retrospective Studies ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,Phantoms, Imaging ,business.industry ,Respiration ,030220 oncology & carcinogenesis ,computer tomography ,Breathing ,Radiotherapy treatment ,Tomography ,Artifacts ,business ,Nuclear medicine ,Algorithms - Abstract
Breathing variations during 4D CT imaging often manifest as geometric irregularities known as respiratory-induced image artifacts and ultimately effect radiotherapy treatment efficacy. To reduce such image artifacts we developed Respiratory Adaptive Computed Tomography (REACT) to trigger CT acquisition during periods of regular breathing. For the first time, we integrate REACT with clinical hardware and hypothesize that REACT will reduce respiratory-induced image artifacts ≥ 4 mm compared to conventional 4D CT. 4D image sets were acquired using REACT and conventional 4D CT on a Siemens Somatom scanner. Scans were taken for 13 respiratory traces (12 patients) that were reproduced on a lung-motion phantom. Motion was observed by the Varian RPM system and sent to the REACT software where breathing irregularity was evaluated in real-time and used to trigger the imaging beam. REACT and conventional 4D CT images were compared to a ground truth static-phantom image and compared for absolute geometric differences within the region-of-interest. Breathing irregularity during imaging was retrospectively assessed using the root-mean-square error of the RPM measured respiratory signal during beam on (RMSE_Beam_on) for each phase of the respiratory cycle. REACT significantly reduced the average frequency of respiratory-induced image artifacts ≥ 4 mm by 70% for the tumor (p = 0.003) and 76% for the lung (p = 0.0002) compared to conventional 4D CT. Volume reductions of 10% to 6% of the tumor and 2% to 1% of the lung compared to conventional 4D CT were seen. Breathing irregularity during imaging (RMSE_Beam_on) was significantly reduced by 27% (p = 0.013) using the REACT method. For the first time, REACT was successfully integrated with clinical hardware. Our findings support the hypothesis that REACT significantly reduced respiratory-induced image artifacts compared to conventional 4D CT. These experimental results provide compelling evidence for further REACT investigation, potentially providing clearer images for clinical use.
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- 2020
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29. Electromagnetic-Guided MLC Tracking Radiation Therapy for Prostate Cancer Patients: Prospective Clinical Trial Results
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George Hruby, Thomas Eade, E. Colvill, Jeremy T. Booth, Per Rugaard Poulsen, Peter B. Greer, Vincent Caillet, Paul J. Keall, Andrew Kneebone, Ricky O'Brien, and Benjamin J. Zwan
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Male ,Organs at Risk ,Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Urogenital System ,Image-guided radiotherapy ,030218 nuclear medicine & medical imaging ,029903 - Medical Physics [FoR] ,03 medical and health sciences ,Prostate cancer ,Electromagnetic Fields ,0302 clinical medicine ,Prostate ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Geometric alignment ,Prospective Studies ,Radiation Injuries ,Prospective cohort study ,Aged ,Aged, 80 and over ,Radiation ,business.industry ,Dose fractionation ,Prostatic Neoplasms ,Middle Aged ,medicine.disease ,prostate cancer ,Gastrointestinal Tract ,Radiation therapy ,Multileaf collimator ,Clinical trial ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Feasibility Studies ,Dose Fractionation, Radiation ,Radiotherapy, Intensity-Modulated ,Radiology ,business ,Radiotherapy, Image-Guided - Abstract
PURPOSE: To report on the primary and secondary outcomes of a prospective clinical trial of electromagnetic-guided multileaf collimator (MLC) tracking radiation therapy for prostate cancer.METHODS AND MATERIALS: Twenty-eight men with prostate cancer were treated with electromagnetic-guided MLC tracking with volumetric modulated arc therapy. A total of 858 fractions were delivered, with the dose per fraction ranging from 2 to 13.75 Gy. The primary outcome was feasibility, with success determined if >95% of fractions were successfully delivered. The secondary outcomes were (1) the improvement in beam-target geometric alignment, (2) the improvement in dosimetric coverage of the prostate and avoidance of critical structures, and (3) no acute grade ≥3 genitourinary or gastrointestinal toxicity.RESULTS: All 858 planned fractions were successfully delivered with MLC tracking, demonstrating the primary outcome of feasibility (P < .001). MLC tracking improved the beam-target geometric alignment from 1.4 to 0.90 mm (root-mean-square error). MLC tracking improved the dosimetric coverage of the prostate and reduced the daily variation in dose to critical structures. No acute grade ≥3 genitourinary or gastrointestinal toxicity was observed.CONCLUSIONS: Electromagnetic-guided MLC tracking radiation therapy for prostate cancer is feasible. The patients received improved geometric targeting and delivered dose distributions that were closer to those planned than they would have received without electromagnetic-guided MLC tracking. No significant acute toxicity was observed.
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- 2018
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30. Technical Note: Real-time image-guided adaptive radiotherapy of a rigid target for a prototype fixed beam radiotherapy system
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Doan Trang Nguyen, Ilana Feain, Paul J. Keall, Paul Liu, Jeremy T. Booth, and Ricky O'Brien
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Time Factors ,Rotation ,Physics::Medical Physics ,Motion (geometry) ,Image-guided radiotherapy ,Fixed beam radiotherapy ,Tracking (particle physics) ,Linear particle accelerator ,Imaging phantom ,030218 nuclear medicine & medical imaging ,029903 - Medical Physics [FoR] ,03 medical and health sciences ,0302 clinical medicine ,Optics ,Vertical direction ,Dosimetry ,Radiometry ,Physics ,business.industry ,Phantoms, Imaging ,General Medicine ,Nuclear Medicine & Medical Imaging ,030220 oncology & carcinogenesis ,Physics::Accelerator Physics ,business ,Artifacts ,Rotation (mathematics) ,Beam (structure) ,Radiotherapy, Image-Guided - Abstract
© 2018 American Association of Physicists in Medicine Purpose: Fixed beam radiotherapy systems utilize couch movement and rotation instead of gantry rotation in order to simplify linear accelerator design. We investigate the ability to deliver fixed beam treatments with the same level of clinical accuracy as conventional (rotating beam) treatments using real-time image guidance to maintain this accuracy in the presence of rigid target motion. Methods: A prototype fixed beam radiotherapy system was built using a standard linac with the beam fixed in the vertical position and a computer controlled rotation stage that rotated a rigid phantom about the superior–inferior axis. Kilovoltage Intrafraction Monitoring (KIM) and real-time beam adaptation with MLC tracking was applied to a five-field IMRT treatment plan with motion introduced to the phantom. The same IMRT treatment was also delivered with real-time adaptation using the conventional rotating beam geometry. Film dosimetry was used to measure the dose delivered with a fixed beam compared to a rotating beam, as well as to compare treatments delivered with and without real-time adaptation. Results: The dose distributions were found to be equivalent between the fixed beam and rotating beam geometry for real-time adaptive radiotherapy using KIM and MLC tracking beam adaptation. Gamma analysis on the films showed agreement >98% using a 2%/2 mm criteria with adaptation for static shifts and periodic motion. Conclusions: Fixed beam treatments with real-time beam adaptation are dosimetrically equivalent to conventional treatments with a rotating beam, even in the presence of rigid target motion. This suggests that, for a rigid target, the high clinical accuracy of real-time adaptive radiotherapy can be achieved with simpler beam geometry.
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- 2018
31. The first clinical implementation of real-time image-guided adaptive radiotherapy using a standard linear accelerator
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Emily A. Hewson, Jeremy T. Booth, Linda J. Bell, Paul J. Keall, Vincent Caillet, Ricky O'Brien, Regina Bromley, Doan Trang Nguyen, Jarad Martin, Andrew Kneebone, Per Rugaard Poulsen, and Thomas Eade
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Male ,medicine.medical_specialty ,Computer science ,medicine.medical_treatment ,Image-guided radiotherapy ,SABR volatility model ,Radiosurgery ,Multileaf collimator tracking ,Linear particle accelerator ,030218 nuclear medicine & medical imaging ,029903 - Medical Physics [FoR] ,03 medical and health sciences ,0302 clinical medicine ,Planned Dose ,Computer Systems ,Fiducial Markers ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Medical physics ,Oncology & Carcinogenesis ,Adaptive radiotherapy ,Radiometry ,real-time imaging ,Radiotherapy Planning, Computer-Assisted ,Prostatic Neoplasms ,Hematology ,Geometric accuracy ,Multileaf collimator ,Oncology ,030220 oncology & carcinogenesis ,Dose reconstruction ,Kilovoltage Intrafraction Monitoring (KIM) ,Real-time image-guided adaptive radiotherapy ,Dose Fractionation, Radiation ,Particle Accelerators ,Fiducial marker ,Image-Guided Adaptive Radiation Therapy ,Radiotherapy, Image-Guided - Abstract
© 2018 Elsevier B.V. Purpose: Until now, real-time image guided adaptive radiation therapy (IGART) has been the domain of dedicated cancer radiotherapy systems. The purpose of this study was to clinically implement and investigate real-time IGART using a standard linear accelerator. Materials/methods: We developed and implemented two real-time technologies for standard linear accelerators: (1) Kilovoltage Intrafraction Monitoring (KIM) that finds the target and (2) multileaf collimator (MLC) tracking that aligns the radiation beam to the target. Eight prostate SABR patients were treated with this real-time IGART technology. The feasibility, geometric accuracy and the dosimetric fidelity were measured. Results: Thirty-nine out of forty fractions with real-time IGART were successful (95% confidence interval 87–100%). The geometric accuracy of the KIM system was −0.1 ± 0.4, 0.2 ± 0.2 and −0.1 ± 0.6 mm in the LR, SI and AP directions, respectively. The dose reconstruction showed that real-time IGART more closely reproduced the planned dose than that without IGART. For the largest motion fraction, with real-time IGART 100% of the CTV received the prescribed dose; without real-time IGART only 95% of the CTV would have received the prescribed dose. Conclusion: The clinical implementation of real-time image-guided adaptive radiotherapy on a standard linear accelerator using KIM and MLC tracking is feasible. This achievement paves the way for real-time IGART to be a mainstream treatment option.
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- 2018
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32. Technical Note: A novel leaf sequencing optimization algorithm which considers previous underdose and overdose events for MLC tracking radiotherapy
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Eric Wisotzky, Ricky O'Brien, and Paul J. Keall
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medicine.medical_specialty ,business.industry ,medicine.medical_treatment ,General Medicine ,Motion control ,Multileaf collimator ,Radiation therapy ,Radiotherapy Setup Errors ,Dosimetry ,Medicine ,Medical physics ,Minification ,business ,Greedy algorithm ,Algorithm ,Intensity modulation - Abstract
Purpose: MLC-tracking radiotherapy is complex as the beam pattern needs to be modified due to the planned intensity modulation as well as the real-time target motion. The target motion cannot be planned, therefore the modified beam pattern differs from the original plan and the MLC sequence needs to be replanned online. Current MLC-tracking algorithms use a greedy heuristic in that they optimize for a given time, but ignore past errors. To overcome this problem we have developed and improved an algorithm that minimizes large underdose/overdose regions. Additionally previous underdose/overdose events are taken into account to avoid regions with high quantity of underdose/overdose. Methods: We improved the existing MLC motion control algorithm by introducing an underdose/overdose map. This map represents the actual projection of the planned tumor shape and logs occurring dose events at its specific regions. These events have an impact on the dose cost calculation and reduce recurrence of underdose/overdose.We studied the improvement of the new temporal optimization algorithm in terms of the L1-norm minimization of the sum of overdose/underdose compared to the currently used algorithm. For evaluation we simulated the delivery of 5 conformal and 14 IMRT-plans with 7 3D patient measured tumor motion traces. Results: Simulations with conformal shapes showed an improvement of L1-norm up to 8.5% after 100 MLC modification steps. The improvement in terms of L1-norm for a single step increased up to 18.2%.For IMRT, the improvement was 1.45±0.1% after 100 steps and for a single step the average improvement was 3.28±0.4%. This smaller improvement for IMRT is caused by the fact that the plans are simplified in terms of the shape. Conclusion: A novel leaf sequencing optimization algorithm which considers previous dose events for MLC-tracking radiotherapy has been developed and investigated. Reductions in underdose/overdose are observed for conformal and IMRT delivery.
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- 2015
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33. Impact of audiovisual biofeedback on interfraction respiratory motion reproducibility in liver cancer stereotactic body radiotherapy
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Sheila Pickard, Sean Pollock, Kuldeep Makhija, Jessica Turley, Darren Martin, Christopher Kearney, Lisa McLean, Regina Tse, Melissa Pham, Paul J. Keall, Reuben Patrick Estoesta, David Tait, Gwi Cho, Robin Hill, Grant Whittington, Ricky O'Brien, and Paul Aston
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Male ,Respiratory-Gated Imaging Techniques ,medicine.medical_specialty ,Movement ,medicine.medical_treatment ,Radiosurgery ,Biofeedback ,030218 nuclear medicine & medical imaging ,029903 - Medical Physics [FoR] ,03 medical and health sciences ,0302 clinical medicine ,motion management ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Medical systems ,Reproducibility ,business.industry ,Liver Neoplasms ,Respiratory motion ,Reproducibility of Results ,Biofeedback, Psychology ,medicine.disease ,Radiation therapy ,Oncology ,030220 oncology & carcinogenesis ,Breathing ,tumor motion ,Female ,Radiology ,Liver cancer ,business ,Stereotactic body radiotherapy - Abstract
INTRODUCTION: Irregular breathing motion exacerbates uncertainties throughout a course of radiation therapy. Breathing guidance has demonstrated to improve breathing motion consistency. This was the first clinical implementation of audiovisual biofeedback (AVB) breathing guidance over a course of liver stereotactic body radiotherapy (SBRT) investigating interfraction reproducibility. METHODS: Five liver cancer patients underwent a screening procedure prior to CT sim during which patients underwent breathing conditions (i) AVB, or (ii) free breathing (FB). Whichever breathing condition was more regular was utilised for the patient's subsequent course of SBRT. Respiratory motion was obtained from the Varian respiratory position monitoring (RPM) system (Varian Medical Systems). Breathing motion reproducibility was assessed by the variance of displacement across 10 phase-based respiratory bins over each patient's course of SBRT. RESULTS: The screening procedure yielded the decision to utilise AVB for three patients and FB for two patients. Over the course of SBRT, AVB significantly improved the relative interfraction motion by 32%, from 22% displacement difference for FB patients to 15% difference for AVB patients. Further to this, AVB facilitated sub-millimetre interfraction reproducibility for two AVB patients. CONCLUSION: There was significantly less interfraction motion with AVB than FB. These findings demonstrate that AVB is potentially a valuable tool in ensuring reproducible interfraction motion.
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- 2018
34. Potential improvements of lung and prostate MLC tracking investigated by treatment simulations
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Dan Ruan, Ricky O'Brien, Floris Ernst, Per Rugaard Poulsen, Kei Ichiji, Noriyasu Homma, Paul J. Keall, and J. Toftegaard
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Male ,Lung Neoplasms ,Computer science ,Aperture ,Movement ,Tracking (particle physics) ,Models, Biological ,External radiotherapy ,029903 - Medical Physics [FoR] ,real-time adaptation ,030218 nuclear medicine & medical imaging ,law.invention ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,law ,Prostate ,medicine ,real-time target tracking ,Humans ,Computer vision ,Irradiation ,Lung cancer ,prediction algorithms ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Prostatic Neoplasms ,Collimator ,Tracking system ,General Medicine ,Kalman filter ,prostate cancer ,medicine.disease ,Multileaf collimator ,Adaptive filter ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,tumor motion ,Lung tumor ,MLC tracking ,Artificial intelligence ,Radiotherapy, Intensity-Modulated ,business - Abstract
PURPOSE/OBJECTIVES: Intrafraction tumor motion during external radiotherapy is a challenge for the treatment accuracy. A novel technique to mitigate the impact of tumor motion is real-time adaptation of the multileaf collimator (MLC) aperture to the motion, also known as MLC tracking. Although MLC tracking improves the dosimetric accuracy, there are still residual errors. Here, we investigate and rank the performance of five prediction algorithms and seven improvements of an MLC tracking system by extensive tracking treatment simulations. MATERIALS AND METHODS: An in-house-developed MLC tracking simulator that has been experimentally validated against an electromagnetic-guided MLC tracking system was used to test the prediction algorithms and tracking system improvements. The simulator requires a Dicom treatment plan and a motion trajectory as input and outputs all motion of the accelerator during MLC tracking treatment delivery. For lung tumors, MLC tracking treatments were simulated with a low and a high modulation VMAT plan using 99 patient-measured lung tumor trajectories. For prostate, tracking was also simulated with a low and a high modulation VMAT plan, but with 695 prostate trajectories. For each simulated treatment, the tracking error was quantified as the mean MLC exposure error, which is the sum of the overexposed area (irradiated area that should have been shielded according to the treatment plan) and the underexposed area (shielded area that should have been irradiated). First, MLC tracking was simulated with the current MLC tracking system without prediction, with perfect prediction (Perfect), and with the following five prediction algorithms: linear Kalman filter (Kalman), kernel density estimation (KDE), linear adaptive filtering (LAF), wavelet-based multiscale autoregression (wLMS), and time variant seasonal autoregression (TVSAR). Next, MLC tracking was simulated using the best prediction algorithm and seven different tracking system improvements: no localization signal latency (a), doubled maximum MLC leaf speed (b), halved MLC leaf width (c), use of Y backup jaws to track motion perpendicular to the MLC leaves (d), dynamic collimator rotation for alignment of the MLC leaves with the dominant target motion direction (e), improvements 4 and 5 combined (f), and all improvements combined (g). RESULTS: All results are presented as the mean residual MLC exposure error compared to no tracking. In the prediction study, the residual MLC exposure error was 47.0% (no prediction), 45.1% (Kalman), 43.8% (KDE), 43.7% (LAF), 42.1% (wLMS), 40.1% (TVSAR), and 36.5% (Perfect) for lung MLC tracking. For prostate MLC tracking, it was 66.0% (no prediction), 66.9% (Kalman), and 63.4% (Perfect). For lung with TVSAR prediction, the residual MLC exposure error for the seven tracking system improvements was 37.2%(1), 38.3%(2), 37.4%(3), 34.2%(4), 30.6%(5), 27.7%(6), and 20.7%(7). For prostate with no prediction, the residual MLC exposure error was 61.7%(1), 61.4%(2), 55.4%(3), 57.2%(4), 47.5%(5), 43.7%(6), and 38.7%(7). CONCLUSION: For prostate, MLC tracking was slightly better without prediction than with linear Kalman filter prediction. For lung, the TVSAR prediction algorithm performed best. Dynamic alignment of the collimator with the dominant motion axis was the most efficient MLC tracking improvement except for lung tracking with the low modulation VMAT plan, where jaw tracking was slightly better.
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- 2018
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35. An interdimensional correlation framework for real-time estimation of six degree of freedom target motion using a single x-ray imager during radiotherapy
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Doan Trang Nguyen, Ricky O'Brien, Jung-Ha Kim, Per Rugaard Poulsen, Jenny Bertholet, Jeremy T. Booth, and Paul J. Keall
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Rotation ,Iterative method ,Gaussian ,Movement ,Motion (geometry) ,Image processing ,Image-guided radiotherapy ,Translation (geometry) ,030218 nuclear medicine & medical imaging ,029903 - Medical Physics [FoR] ,03 medical and health sciences ,symbols.namesake ,0302 clinical medicine ,motion management ,Position (vector) ,Journal Article ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Computer Simulation ,Projection (set theory) ,Physics ,Radiological and Ultrasound Technology ,business.industry ,X-Rays ,Liver Neoplasms ,Radiography ,Nuclear Medicine & Medical Imaging ,030220 oncology & carcinogenesis ,symbols ,Artificial intelligence ,business ,Rotation (mathematics) ,Algorithms ,Radiotherapy, Image-Guided - Abstract
PURPOSE: Increasing evidence suggests that intrafraction tumour motion monitoring needs to include both 3D translations and 3D rotations. Presently, methods to estimate the rotation motion require the 3D translation of the target to be known first. However, ideally, translation and rotation should be estimated concurrently. We present the first method to directly estimate six-degree-of-freedom (6DoF) motion from the target's projection on a single rotating x-ray imager in real-time. Methods: This novel method is based on the linear correlations between the superior-inferior translations and the motion in the other five degrees-of-freedom. The accuracy of the method was evaluated in silico with 81 liver tumour motion traces from 19 patients with three implanted markers. The ground-truth motion was estimated using the current gold standard method where each marker's 3D position was first estimated using a Gaussian probability method, and the 6DoF motion was then estimated from the 3D positions using an iterative method. The 3D position of each marker was projected onto a gantry-mounted imager with an imaging rate of 11Hz. After an initial 110° gantry rotation (200 images), a correlation model between superior-inferior translations and the five other DoFs was built using a least square method. The correlation model was then updated after each subsequent frame to estimate 6DoF motion in real-time. Results: The proposed algorithm had an accuracy (±precision) of -0.03±0.32mm, -0.01±0.13mm and 0.03±0.52mm for translations in the left-right (LR), superior-inferior (SI) and anterior-posterior (AP) directions respectively; and, 0.07±1.18°, 0.07±1.00° and 0.06±1.32° for rotations around the LR, SI and AP axes respectively on the dataset. Conclusion: The first method to directly estimate real-time 6DoF target motion from segmented marker positions on a 2D imager was devised. The algorithm was evaluated using 81 motion traces from 19 liver patients and found to have sub-mm and sub-degree accuracy. 
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- 2017
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36. Quantifying the accuracy and precision of a novel real-time 6 degree-of-freedom kilovoltage intrafraction monitoring (KIM) target tracking system
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Vincent Caillet, Per Rugaard Poulsen, Ricky O'Brien, Doan Trang Nguyen, Chen-Yu Huang, Jeremy T. Booth, T. Fuangrod, Jung-Ha Kim, and Paul J. Keall
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Male ,Accuracy and precision ,Lung Neoplasms ,Time Factors ,Rotation ,Computer science ,Movement ,Physics::Medical Physics ,Translation (geometry) ,Tracking (particle physics) ,Imaging phantom ,030218 nuclear medicine & medical imaging ,Computer Science::Robotics ,03 medical and health sciences ,Prostate cancer ,0302 clinical medicine ,motion management ,Prostate ,six degrees-of-freedom ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,radiotherapy ,intrafraction tumour motion ,tumour rotation ,real-time imaging ,Radiotherapy ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,business.industry ,real-time motion monitoring ,Prostatic Neoplasms ,Triangulation (computer vision) ,Tracking system ,medicine.disease ,prostate cancer ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Dose Fractionation, Radiation ,Artificial intelligence ,business ,Rotation (mathematics) - Abstract
Target rotation can considerably impact the delivered radiotherapy dose depending on the tumour shape. More accurate tumour pose during radiotherapy treatment can be acquired through tracking in 6 degrees-of-freedom (6 DoF) rather than in translation only. A novel real-time 6 DoF kilovoltage intrafraction monitoring (KIM) target tracking system has recently been developed. In this study, we experimentally evaluated the accuracy and precision of the 6 DoF KIM implementation. Real-time 6 DoF KIM motion measurements were compared against the ground truth motion retrospectively derived from kV/MV triangulation for a range of lung and prostate tumour motion trajectories as well as for various static poses using a phantom. The accuracy and precision of 6 DoF KIM were calculated as the mean and standard deviation of the differences between KIM and kV/MV triangulation for each DoF, respectively. We found that KIM is able to provide 6 DoF motion with sub-degree and sub-millimetre accuracy and precision for a range of realistic tumour motion.
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- 2017
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37. Technical Note: The design and function of a horizontal patient rotation system for the purposes of fixed-beam cancer radiotherapy
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Paul J. Keall, Hue Wallis, Lloyd Coleman, Ilana Feain, Ricky O'Brien, and Richard Sokolov
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Rotation ,Cancer radiation therapy ,Computer science ,medicine.medical_treatment ,Linear particle accelerator ,radiotherapy system ,030218 nuclear medicine & medical imaging ,Physical Phenomena ,03 medical and health sciences ,0302 clinical medicine ,patient rotation ,Neoplasms ,medicine ,Humans ,Simulation ,Phantoms, Imaging ,Radiotherapy Dosage ,Equipment Design ,General Medicine ,Radiation therapy ,030220 oncology & carcinogenesis ,Cancer Radiotherapy ,Particle Accelerators ,Beam (structure) - Abstract
Purpose Cancer radiation therapy treatment is performed by delivering a 3D dose distribution to the tumor via the relative rotation between beam and patient. While most modern machines rotate the radiation beam around a still patient, the treatment can also be delivered by rotating the patient relative to a fixed beam. Fixed-beam, patient rotation radiotherapy machines show promise for reducing the size, surface area footprint, and shielding requirements compared with rotating gantry machines. In this Technical Note, we describe the development of a bespoke horizontal patient rotation system for the purposes of a fixed-beam cancer radiotherapy architecture. Methods A horizontal Patient Rotation System was designed in accordance with the appropriate standards pertaining to performance and safety of medical electrical equipment and medical linear accelerators (ISO 9001, IEC 60601-1, IEC 60601-2-1, ISO 14971, ISO 13485, 21CFR820, IEC 62304, Machinery Directive 98/37/EC). The principal criteria for the design were safety, patient comfort, real-time control and the ability to be integrated with other radiation therapy componentry (including a linear accelerator and kV imaging systems). Results A first of its kind device for securing, immobilizing, translating, and rotating patients has been designed and built and tested against 161 different design, safety, and usability specifications. The device has real-time control for all critical applications. Conclusions We designed and built a bespoke device which can translate and rotate patients 360° around a horizontal axis. The device meets all design and safety criteria with early usability tests indicating a high degree of comfort and utility. The system has been installed in a clinical bunker, integrated with a fixed-beam linear accelerator and is currently being commissioned for the purposes of cancer radiotherapy treatment.
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- 2017
38. Reducing 4DCBCT imaging time and dose: the first implementation of variable gantry speed 4DCBCT on a linear accelerator
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Paul J. Keall, Ricky O'Brien, Jan-Jakob Sonke, and Uros Stankovic
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Cone beam computed tomography ,Time Factors ,Respiratory rate ,respiratory motion ,Image quality ,Image processing ,Signal-To-Noise Ratio ,Radiation Dosage ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Contrast-to-noise ratio ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Simulation ,Physics ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,Cone-Beam Computed Tomography ,Signal-to-noise ratio (imaging) ,030220 oncology & carcinogenesis ,4D CBCT ,Breathing ,Particle Accelerators ,Artifacts ,Algorithms ,Biomedical engineering - Abstract
Four dimensional cone beam computed tomography (4DCBCT) uses a constant gantry speed and imaging frequency that are independent of the patient's breathing rate. Using a technique called respiratory motion guided 4DCBCT (RMG-4DCBCT), we have previously demonstrated that by varying the gantry speed and imaging frequency, in response to changes in the patient's real-time respiratory signal, the imaging dose can be reduced by 50-70%. RMG-4DCBCT optimally computes a patient specific gantry trajectory to eliminate streaking artefacts and projection clustering that is inherent in 4DCBCT imaging. The gantry trajectory is continuously updated as projection data is acquired and the patient's breathing changes. The aim of this study was to realise RMG-4DCBCT for the first time on a linear accelerator. To change the gantry speed in real-time a potentiometer under microcontroller control was used to adjust the current supplied to an Elekta Synergy's gantry motor. A real-time feedback loop was developed on the microcontroller to modulate the gantry speed and projection acquisition in response to the real-time respiratory signal so that either 40, RMG-4DCBCT40, or 60, RMG-4DCBCT60, uniformly spaced projections were acquired in 10 phase bins. Images of the CIRS dynamic Thorax phantom were acquired with sinusoidal breathing periods ranging from 2 s to 8 s together with two breathing traces from lung cancer patients. Image quality was assessed using the contrast to noise ratio (CNR) and edge response width (ERW). For the average patient, with a 3.8 s breathing period, the imaging time and image dose were reduced by 37% and 70% respectively. Across all respiratory rates, RMG-4DCBCT40 had a CNR in the range of 6.5 to 7.5, and RMG-4DCBCT60 had a CNR between 8.7 and 9.7, indicating that RMG-4DCBCT allows consistent and controllable CNR. In comparison, the CNR for conventional 4DCBCT drops from 20.4 to 6.2 as the breathing rate increases from 2 s to 8 s. With RMG-4DCBCT, the ERW in the direction of motion of the imaging insert decreases from 2.1 mm to 1.1 mm as the breathing rate increases from 2 s to 8 s while for conventional 4DCBCT the ERW increases from 1.9 mm to 2.5 mm. Image quality can be controlled during 4DCBCT acquisition by varying the gantry speed and the projection acquisition in response to the patient's real-time respiratory signal. However, although the image sharpness, i.e. ERW, is improved with RMG-4DCBCT, the ERW depends on the patient's breathing rate and breathing regularity.
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- 2017
39. In Reply to Dahele and Verbakel
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D Trang Nguyen, Per Rugaard Poulsen, Paul J. Keall, Ricky O'Brien, Jenny Bertholet, and Pengpeng Zhang
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Cancer Research ,Radiation ,Information retrieval ,business.industry ,Motion management ,Text mining ,Oncology ,Neoplasms ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Oncology & Carcinogenesis ,business ,Radiotherapy, Image-Guided ,Image-guided radiation therapy - Published
- 2019
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40. The first prospective implementation of markerless lung target tracking in an experimental quality assurance procedure on a standard linear accelerator
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Hugo Furtado, Doan Trang Nguyen, Jeremy T. Booth, Adam Briggs, Paul J. Keall, Ricky O'Brien, Marco Mueller, Reza Zolfaghari, and Chun-Chien Shieh
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Quality Control ,Lung Neoplasms ,Computer science ,Movement ,medicine.medical_treatment ,Tracking (particle physics) ,Imaging phantom ,Linear particle accelerator ,Workflow ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,motion management ,Margin (machine learning) ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Prospective Studies ,Adaptive radiotherapy ,Lung cancer ,02 Physical Sciences ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,business.industry ,Cancer ,Reference Standards ,medicine.disease ,Volumetric modulated arc therapy ,Radiation therapy ,Nuclear Medicine & Medical Imaging ,030220 oncology & carcinogenesis ,Radiotherapy, Intensity-Modulated ,Artificial intelligence ,Particle Accelerators ,business ,Quality assurance ,Algorithms - Abstract
© 2020 Institute of Physics and Engineering in Medicine. The ability to track tumour motion without implanted markers on a standard linear accelerator (linac) could enable wide access to real-time adaptive radiotherapy for cancer patients. We previously have retrospectively validated a method for 3D markerless target tracking using intra-fractional kilovoltage (kV) projections acquired on a standard linac. This paper presents the first prospective implementation of markerless lung target tracking on a standard linac and its quality assurance (QA) procedure. The workflow and the algorithm developed to track the 3D target position during volumetric modulated arc therapy treatment delivery were optimised. The linac was operated in clinical QA mode, while kV projections were streamed to a dedicated computer using a frame-grabber software. The markerless target tracking accuracy and precision were measured in a lung phantom experiment under the following conditions: static localisation of seven distinct positions, dynamic localisation of five patient-measured motion traces, and dynamic localisation with treatment interruption. The QA guidelines were developed following the AAPM Task Group 147 report with the requirement that the tracking margin components, the margins required to account for tracking errors, did not exceed 5 mm in any direction. The mean tracking error ranged from 0.0 to 0.9 mm (left-right), -0.6 to -0.1 mm (superior-inferior) and -0.7 to 0.1 mm (anterior-posterior) over the three tests. Larger errors were found in cases with large left-right or anterior-posterior and small superior-inferior motion. The tracking margin components did not exceed 5 mm in any direction and ranged from 0.4 to 3.2 mm (left-right), 0.7 to 1.6 mm (superior-inferior) and 0.8 to 1.5 mm (anterior-posterior). This study presents the first prospective implementation of markerless lung target tracking on a standard linac and provides a QA procedure for its safe clinical implementation, potentially enabling real-time adaptive radiotherapy for a large population of lung cancer patients.
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- 2020
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41. The first clinical treatment with kilovoltage intrafraction monitoring (KIM): A real-time image guidance method
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Emma Simpson, Walther Fledelius, Linda J. Bell, E. Colvill, Jeremy T. Booth, Prabhjot Juneja, J Ng, Paul J. Keall, Thomas Eade, Andrew Kneebone, Florencia Alfieri, Ricky O'Brien, Chen-Yu Huang, and Per Rugaard Poulsen
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medicine.medical_specialty ,Accuracy and precision ,Remote patient monitoring ,business.industry ,medicine.medical_treatment ,General Medicine ,Image segmentation ,Radiation therapy ,Motion estimation ,Medicine ,Dosimetry ,Medical physics ,business ,Nuclear medicine ,Quality assurance ,Digital radiography - Abstract
Purpose: Kilovoltage intrafraction monitoring (KIM) is a real-time image guidance method that uses widely available radiotherapy technology, i.e., a gantry-mounted x-ray imager. The authors report on the geometric and dosimetric results of the first patient treatment using KIM which occurred on September 16, 2014. Methods: KIM uses current and prior 2D x-ray images to estimate the 3D target position during cancer radiotherapy treatment delivery. KIM software was written to process kilovoltage (kV) images streamed from a standard C-arm linear accelerator with a gantry-mounted kV x-ray imaging system. A 120° pretreatment kV imaging arc was acquired to build the patient-specific 2D to 3D motion correlation. The kV imager was activated during the megavoltage (MV) treatment, a dual arc VMAT prostate treatment, to estimate the 3D prostate position in real-time. All necessary ethics, legal, and regulatory requirements were met for this clinical study. The quality assurance processes were completed and peer reviewed. Results: During treatment, a prostate position offset of nearly 3 mm in the posterior direction was observed with KIM. This position offset did not trigger a gating event. After the treatment, the prostate motion was independently measured using kV/MV triangulation, resulting in a mean difference of less than 0.6 mm and standard deviation of less than 0.6 mm in each direction. The accuracy of the marker segmentation was visually assessed during and after treatment and found to be performing well. During treatment, there were no interruptions due to performance of the KIM software. Conclusions: For the first time, KIM has been used for real-time image guidance during cancer radiotherapy. The measured accuracy and precision were both submillimeter for the first treatment fraction. This clinical translational research milestone paves the way for the broad implementation of real-time image guidance to facilitate the detection and correction of geometric and dosimetric errors, and resultant improved clinical outcomes, in cancer radiotherapy.
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- 2014
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42. Respiratory motion guided four dimensional cone beam computed tomography: encompassing irregular breathing
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Paul J. Keall, Benjamin J Cooper, Ricky O'Brien, John Kipritidis, and Chun-Chien Shieh
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Cone beam computed tomography ,Lung Neoplasms ,Radiological and Ultrasound Technology ,Image quality ,business.industry ,Movement ,Respiration ,Cone-Beam Computed Tomography ,Imaging phantom ,Displacement (vector) ,Acceleration ,Signal-to-noise ratio ,Image noise ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Artificial intelligence ,Four-Dimensional Computed Tomography ,Artifacts ,Projection (set theory) ,business ,Mathematics - Abstract
Four dimensional cone beam computed tomography (4DCBCT) images suffer from angular under sampling and bunching of projections due to a lack of feedback between the respiratory signal and the acquisition system. To address this problem, respiratory motion guided 4DCBCT (RMG-4DCBCT) regulates the gantry velocity and projection time interval, in response to the patient's respiratory signal, with the aim of acquiring evenly spaced projections in a number of phase or displacement bins during the respiratory cycle. Our previous study of RMG-4DCBCT was limited to sinusoidal breathing traces. Here we expand on that work to provide a practical algorithm for the case of real patient breathing data. We give a complete description of RMG-4DCBCT including full details on how to implement the algorithms to determine when to move the gantry and when to acquire projections in response to the patient's respiratory signal. We simulate a realistic working RMG-4DCBCT system using 112 breathing traces from 24 lung cancer patients. Acquisition used phase-based binning and parameter settings typically used on commercial 4DCBCT systems (4 min acquisition time, 1200 projections across 10 respiratory bins), with the acceleration and velocity constraints of current generation linear accelerators. We quantified streaking artefacts and image noise for conventional and RMG-4DCBCT methods by reconstructing projection data selected from an oversampled set of Catphan phantom projections. RMG-4DCBCT allows us to optimally trade-off image quality, acquisition time and image dose. For example, for the same image quality and acquisition time as conventional 4DCBCT approximately half the imaging dose is needed. Alternatively, for the same imaging dose, the image quality as measured by the signal to noise ratio, is improved by 63% on average. C-arm cone beam computed tomography systems, with an acceleration up to 200°/s(2), a velocity up to 100°/s and the acquisition of 80 projections per second, allow the image acquisition time to be reduced to below 60 s. We have made considerable progress towards realizing a system to reduce projection clustering in conventional 4DCBCT imaging and hence reduce the imaging dose to the patient.
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- 2014
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43. Audiovisual biofeedback guided breath-hold improves lung tumor position reproducibility and volume consistency
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Ricky O'Brien, Taeho Kim, Kuldeep Makhija, Perry Hunter, J Ludbrook, Carminia Lapuz, Danny Lee, Paul J. Keall, Peter B. Greer, Sean Pollock, and Jameen Arm
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lcsh:Medical physics. Medical radiology. Nuclear medicine ,medicine.medical_specialty ,medicine.medical_treatment ,lcsh:R895-920 ,Biofeedback ,lcsh:RC254-282 ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Medical imaging ,Medicine ,Scientific Article ,Radiology, Nuclear Medicine and imaging ,Lung cancer ,Reproducibility ,Inhalation ,medicine.diagnostic_test ,business.industry ,Exhalation ,Magnetic resonance imaging ,medicine.disease ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Surgery ,Radiation therapy ,Oncology ,030220 oncology & carcinogenesis ,business ,Nuclear medicine - Abstract
Purpose Respiratory variation can increase the variability of tumor position and volume, accounting for larger treatment margins and longer treatment times. Audiovisual biofeedback as a breath-hold technique could be used to improve the reproducibility of lung tumor positions at inhalation and exhalation for the radiation therapy of mobile lung tumors. This study aimed to assess the impact of audiovisual biofeedback breath-hold (AVBH) on interfraction lung tumor position reproducibility and volume consistency for respiratory-gated lung cancer radiation therapy. Methods Lung tumor position and volume were investigated in 9 patients with lung cancer who underwent a breath-hold training session with AVBH before 2 magnetic resonance imaging (MRI) sessions. During the first MRI session (before treatment), inhalation and exhalation breath-hold 3-dimensional MRI scans with conventional breath-hold (CBH) using audio instructions alone and AVBH were acquired. The second MRI session (midtreatment) was repeated within 6 weeks after the first session. Gross tumor volumes (GTVs) were contoured on each dataset. CBH and AVBH were compared in terms of tumor position reproducibility as assessed by GTV centroid position and position range (defined as the distance of GTV centroid position between inhalation and exhalation) and tumor volume consistency as assessed by GTV between inhalation and exhalation. Results Compared with CBH, AVBH improved the reproducibility of interfraction GTV centroid position by 46% ( P = .009) from 8.8 mm to 4.8 mm and GTV position range by 69% ( P = .052) from 7.4 mm to 2.3 mm. Compared with CBH, AVBH also improved the consistency of intrafraction GTVs by 70% ( P = .023) from 7.8 cm 3 to 2.5 cm 3 . Conclusions This study demonstrated that audiovisual biofeedback can be used to improve the reproducibility and consistency of breath-hold lung tumor position and volume, respectively. These results may provide a pathway to achieve more accurate lung cancer radiation treatment in addition to improving various medical imaging and treatments by using breath-hold procedures.
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- 2017
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44. Stereotactic prostate adaptive radiotherapy utilising kilovoltage intrafraction monitoring: the TROG 15.01 SPARK trial
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Doan Trang Nguyen, Jeremy T. Booth, Ricky O'Brien, Paul J. Keall, Per Rugaard Poulsen, Peter B. Greer, Jarad Martin, Val Gebski, and Andrew Kneebone
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Male ,Cancer Research ,medicine.medical_specialty ,medicine.medical_treatment ,Radiosurgery ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Prostate cancer ,Study Protocol ,0302 clinical medicine ,Clinical Trials, Phase II as Topic ,Surgical oncology ,Prostate ,Spark (mathematics) ,Genetics ,medicine ,Humans ,Multicenter Studies as Topic ,SPARK Trial ,Prospective Studies ,Prospective cohort study ,Kilovoltage Intrafraction Monitoring ,business.industry ,Prostate Cancer ,Prostatic Neoplasms ,medicine.disease ,Clinical trial ,Radiation therapy ,medicine.anatomical_structure ,Oncology ,Research Design ,030220 oncology & carcinogenesis ,Radiology ,Stereotactic Radiotherapy ,business ,Radiotherapy, Image-Guided - Abstract
Background: This paper describes the multi-institutional prospective phase II clinical trial, SPARK: Stereotactic Prostate Adaptive Radiotherapy utilizing Kilovoltage Intrafraction Monitoring (KIM). KIM is a real-time image guided radiotherapy technology being developed and clinically pioneered for prostate cancer treatment in Australia. It has potential for widespread use for target radiotherapy treatment of cancers of the pelvis, thorax and abdomen. Methods: In the SPARK trial we will measure the cancer targeting accuracy and patient outcomes for 48 prostate cancer patients who will be treated in five treatment sessions as opposed to the conventional 40 sessions. The reduced number of treatment sessions is enabled by the KIM's increased cancer targeting accuracy. Discussion: Real-time imaging in radiotherapy has the potential to decrease the time taken during cancer treatment and reduce the imaging dose required. With the imaging being acquired during the treatment, and the analysis being automated, there is potential for improved throughput. The SPARK trial will be conducted under the auspices of the Trans-Tasman Radiation Oncology Group (TROG). Trial registration: This trial was registered on ClinicalTrials.gov on 09 March 2015. The identifier is: NCT02397317
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- 2016
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45. MLC tracking for lung SABR reduces planning target volumes and dose to organs at risk
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Ricky O'Brien, Vincent Caillet, Kathryn Szymura, Paul J. Keall, Nicholas Hardcastle, Jeremy T. Booth, and E. Colvill
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Organs at Risk ,medicine.medical_specialty ,Lung Neoplasms ,medicine.medical_treatment ,Planning target volume ,SABR volatility model ,Tracking (particle physics) ,Radiosurgery ,Imaging phantom ,029903 - Medical Physics [FoR] ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,Carcinoma, Non-Small-Cell Lung ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Lung tumour ,Lung ,Mean lung dose ,business.industry ,Phantoms, Imaging ,Radiotherapy Planning, Computer-Assisted ,Dose-Response Relationship, Radiation ,Radiotherapy Dosage ,Hematology ,Radiation therapy ,medicine.anatomical_structure ,Oncology ,030220 oncology & carcinogenesis ,Respiratory Mechanics ,MLC tracking ,Radiology ,Particle Accelerators ,Nuclear medicine ,business - Abstract
Purpose Assess the dosimetric impact of multi-leaf collimator (MLC) tracking and mid-ventilation (midV) planning compared with the internal target volume (ITV)-based planning approach for lung Stereotactic Ablative Body Radiotherapy (SABR). Method Ten lung SABR patients originally treated with an ITV-based plan were re-planned according to MLC tracking and midV planning schemes. All plans were delivered on a linac to a motion phantom in a simulated treatment with real lung motions. Delivered dose was reconstructed in patient planning scans. ITV-based, tracking and midV regimes were compared at the planning and delivered stages based on PTV volume and dose metrics for the GTV and OAR. Results MLC tracking and midV schemes yielded favourable outcomes compared with ITV-based plans. Average reduction in PTV volume was (MLC tracking/MidV) 33.9%/22%. GTV dose coverage performed better with MLC tracking than the other regimes. Reduction in dose to OAR were for the lung (mean lung dose, 0.8 Gy/0.2 Gy), oesophagus (D3 cc, 1.9 Gy/1.4 Gy), great vessels (D10 cc, 3.2 Gy/1.3 Gy), trachea (D4 cc, 1.1 Gy/0.9 Gy), heart (D1 cc, 2.0 Gy/0.5 Gy) and spinal cord (D0.03 cc, 0.5 Gy/−0.1 Gy). Conclusion MLC tracking showed reduction in PTV volume, superior GTV dose coverage and organ dose sparing than MidV and ITV-based strategies.
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- 2016
46. The first patient treatment of electromagnetic-guided real time adaptive radiotherapy using MLC tracking for lung SABR
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Charlene Crasta, Ricky O'Brien, Jeremy T. Booth, Carol Haddad, Nicholas Hardcastle, Vincent Caillet, Paul J. Keall, Benjamin Harris, Thomas Eade, and Kathryn Szymura
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Male ,Lung Neoplasms ,medicine.medical_treatment ,Tracking (particle physics) ,SABR volatility model ,Radiography, Interventional ,Radiosurgery ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Radiation treatment planning ,Lung cancer ,lung radiotherapy ,Lung ,Ultrasonography, Interventional ,Aged, 80 and over ,business.industry ,Radiotherapy Planning, Computer-Assisted ,Radiotherapy Dosage ,Hematology ,medicine.disease ,Radiation therapy ,Clinical trial ,medicine.anatomical_structure ,Oncology ,adaptive radiotherapy ,030220 oncology & carcinogenesis ,Radiotherapy, Intensity-Modulated ,business ,Nuclear medicine ,Electromagnetic Phenomena ,Algorithms ,Software - Abstract
Background and purpose Real time adaptive radiotherapy that enables smaller irradiated volumes may reduce pulmonary toxicity. We report on the first patient treatment of electromagnetic-guided real time adaptive radiotherapy delivered with MLC tracking for lung stereotactic ablative body radiotherapy. Materials and methods A clinical trial was developed to investigate the safety and feasibility of MLC tracking in lung. The first patient was an 80-year old man with a single left lower lobe lung metastasis to be treated with SABR to 48Gy in 4 fractions. In–house software was integrated with a standard linear accelerator to adapt the treatment beam shape and position based on electromagnetic transponders implanted in the lung. MLC tracking plans were compared against standard ITV-based treatment planning. MLC tracking plan delivery was reconstructed in the patient to confirm safe delivery. Results Real time adaptive radiotherapy delivered with MLC tracking compared to standard ITV-based planning reduced the PTV by 41% (18.7–11cm 3 ) and the mean lung dose by 30% (202–140cGy), V20 by 35% (2.6–1.5%) and V5 by 9% (8.9–8%). Conclusion An emerging technology, MLC tracking, has been translated into the clinic and used to treat lung SABR patients for the first time. This milestone represents an important first step for clinical real-time adaptive radiotherapy that could reduce pulmonary toxicity in lung radiotherapy.
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- 2016
47. The first implementation of respiratory triggered 4DCBCT on a linear accelerator
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Jan-Jakob Sonke, Uros Stankovic, Benjamin J Cooper, Chun-Chien Shieh, Paul J. Keall, and Ricky O'Brien
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Cone beam computed tomography ,Image quality ,Standard deviation ,Imaging phantom ,Patient Positioning ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,Motion ,0302 clinical medicine ,Signal-to-noise ratio ,Optics ,Contrast-to-noise ratio ,Image Processing, Computer-Assisted ,Humans ,Radiology, Nuclear Medicine and imaging ,Four-Dimensional Computed Tomography ,Mathematics ,Radiological and Ultrasound Technology ,business.industry ,Noise (signal processing) ,Phantoms, Imaging ,Respiration ,Motion blur ,Cone-Beam Computed Tomography ,Models, Theoretical ,Thorax ,030220 oncology & carcinogenesis ,Particle Accelerators ,business - Abstract
Four dimensional cone beam computed tomography (4DCBCT) is an image guidance strategy used for patient positioning in radiotherapy. In conventional implementations of 4DCBCT, a constant gantry speed and a constant projection pulse rate are used. Unfortunately, this leads to higher imaging doses than are necessary because a large number of redundant projections are acquired. In theoretical studies, we have previously demonstrated that by suppressing redundant projections the imaging dose can be reduced by 40-50% for a majority of patients with little reduction in image quality. The aim of this study was to experimentally realise the projection suppression technique, which we have called Respiratory Triggered 4DCBCT (RT-4DCBCT). A real-time control system was developed that takes the respiratory signal as input and computes whether to acquire, or suppress, the next projection trigger during 4DCBCT acquisition. The CIRS dynamic thorax phantom was programmed with a 2 cm peak-to-peak motion and periods ranging from 2 to 8 s. Image quality was assessed by computing the edge response width of a 3 cm imaging insert placed in the phantom as well as the signal to noise ratio of the phantoms tissue and the contrast to noise ratio between the phantoms lung and tissue. The standard deviation in the superior-inferior direction of the 3 cm imaging insert was used to assess intra-phase bin displacement variations with a higher standard deviation implying more motion blur. The 4DCBCT imaging dose was reduced by 8.6%, 41%, 54%, 70% and 77% for patients with 2, 3, 4, 6 and 8 s breathing periods respectively when compared to conventional 4DCBCT. The standard deviation of the intra-phase bin displacement variation of the 3 cm imaging insert was reduced by between 13% and 43% indicating a more consistent position for the projections within respiratory phases. For the 4 s breathing period, the edge response width was reduced by 39% (0.8 mm) with only a 6-7% decrease in the signal to noise and contrast to noise ratios. RT-4DCBCT has been experimentally realised and reduced to practice on a linear accelerator with a measurable imaging dose reductions over conventional 4DCBCT and little degradation in image quality.
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- 2016
48. Audiovisual biofeedback improves diaphragm motion reproducibility in MRI
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Ricky O'Brien, Taeho Kim, Danny Lee, Paul J. Keall, and Sean Pollock
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Reproducibility ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,medicine.medical_treatment ,digestive, oral, and skin physiology ,Magnetic resonance imaging ,General Medicine ,Biofeedback ,Sagittal plane ,Surgery ,Diaphragm (structural system) ,medicine.anatomical_structure ,Coronal plane ,medicine ,Medical imaging ,Breathing ,Nuclear medicine ,business - Abstract
Purpose: In lungradiotherapy, variations in cycle-to-cycle breathing results in four-dimensional computed tomography imaging artifacts, leading to inaccurate beam coverage and tumor targeting. In previous studies, the effect of audiovisual (AV) biofeedback on the external respiratory signal reproducibility has been investigated but the internal anatomy motion has not been fully studied. The aim of this study is to test the hypothesis that AV biofeedback improves diaphragm motion reproducibility of internal anatomy using magnetic resonance imaging(MRI). Methods: To test the hypothesis 15 healthy human subjects were enrolled in an ethics-approved AV biofeedback study consisting of two imaging sessions spaced ∼1 week apart. Within each session MRimages were acquired under free breathing and AV biofeedback conditions. The respiratory signal to the AV biofeedback system utilized optical monitoring of an external marker placed on the abdomen. Synchronously, serial thoracic 2D MRimages were obtained to measure the diaphragm motion using a fast gradient-recalled-echo MR pulse sequence in both coronal and sagittal planes. The improvement in the diaphragm motion reproducibility using the AV biofeedback system was quantified by comparing cycle-to-cycle variability in displacement, respiratory period, and baseline drift. Additionally, the variation in improvement between the two sessions was also quantified. Results: The average root mean square error (RMSE) of diaphragm cycle-to-cycle displacement was reduced from 2.6 mm with free breathing to 1.6 mm (38% reduction) with the implementation of AV biofeedback (p-value < 0.0001). The average RMSE of the respiratory period was reduced from 1.7 s with free breathing to 0.3 s (82% reduction) with AV biofeedback (p-value < 0.0001). Additionally, the average baseline drift obtained using a linear fit was reduced from 1.6 mm/min with free breathing to 0.9 mm/min (44% reduction) with AV biofeedback (p-value = 0.012). The diaphragm motion reproducibility improvements with AV biofeedback were consistent with the abdominal motion reproducibility that was observed from the external marker motion variation. Conclusions: This study was the first to investigate the potential of AV biofeedback to improve the motion reproducibility of internal anatomy using MRI. The study demonstrated the significant improvement in diaphragm motion reproducibility using AV biofeedback combined with MRI. This system can potentially provide clinically beneficial motion management of internal anatomy in MRI and radiotherapy.
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- 2012
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49. Towards patient connected imaging with ACROBEAT: Adaptive CaRdiac cOne BEAm computed Tomography
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Ricky O'Brien, Chun-Chien Shieh, Paul J. Keall, and Tess Reynolds
- Subjects
Cone beam computed tomography ,Computer science ,Image quality ,Movement ,Dynamic imaging ,medicine.medical_treatment ,Signal ,Imaging phantom ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,motion management ,Cardiac procedures ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Projection (set theory) ,Cardiac imaging ,Retrospective Studies ,Radiological and Ultrasound Technology ,Phantoms, Imaging ,business.industry ,Heart ,Cone-Beam Computed Tomography ,Radiation therapy ,Radiation exposure ,030220 oncology & carcinogenesis ,Artificial intelligence ,business ,Algorithms - Abstract
Robotic C-arm cone beam computed tomography (CBCT) systems are playing an increasingly pivotal role in interventional cardiac procedures and high precision radiotherapy treatments. One of the main challenges in any form of cardiac imaging is mitigating the intrinsic motion of the heart, which causes blurring and artefacts in the 3D reconstructed image. Most conventional 3D cardiac CBCT acquisition techniques attempt to combat heart motion through retrospective gating techniques, whereby acquired projections are sorted into the desired cardiac phase after the completion of the scan. However, this results in streaking artefacts and unnecessary radiation exposure to the patient. Here, we present our Adaptive CaRdiac cOne BEAm computed Tomography (ACROBEAT) acquisition protocol that uses the patient's electrocardiogram (ECG) signal to adaptively regulate the gantry velocity and projection time interval in real-time. It enables prospectively gated patient connected imaging in a single sweep of the gantry. The XCAT digital software phantom was used to complete a simulation study to compare ACROBEAT to a conventional multi-sweep retrospective ECG gated acquisition, under a variety of different acquisition conditions. The effect of location and length of the acquisition window and total number of projections acquired on image quality and total scan time were examined. Overall, ACROBEAT enables up to a 5 times average improvement in the contrast-to-noise ratio, a 40% reduction in edge response width and an 80% reduction in total projections acquired compared to conventional multi-sweep retrospective ECG gated acquisition.
- Published
- 2019
- Full Text
- View/download PDF
50. Cone-beam CT reconstruction with gravity-induced motion
- Author
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Paul J. Keall, Michael Jackson, Soo-Min Heng, William Counter, Ilana Feain, Ricky O'Brien, Stéphanie Corde, Chun-Chien Shieh, Peter Bennett, Jeffrey Barber, Verity Ahern, Paul F. White, and Jonathan R Sykes
- Subjects
Computer science ,Image quality ,Movement ,medicine.medical_treatment ,Motion (geometry) ,Image-guided radiotherapy ,Iterative reconstruction ,029903 - Medical Physics [FoR] ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,0302 clinical medicine ,motion management ,medicine ,Animals ,Radiology, Nuclear Medicine and imaging ,Computer vision ,Lung ,Motion compensation ,Radiological and Ultrasound Technology ,business.industry ,Motion blur ,Cone-Beam Computed Tomography ,Radiation therapy ,030220 oncology & carcinogenesis ,Rabbits ,Artificial intelligence ,Particle Accelerators ,business ,Rotation (mathematics) ,Algorithms ,Beam (structure) ,Gravitation - Abstract
Fixed-gantry cone-beam computed tomography (CBCT), where the imaging hardware is fixed while the subject is continuously rotated 360° in the horizontal position, has implications for building compact and affordable fixed-gantry linear accelerators (linacs). Fixed-gantry imaging with a rotating subject presents a challenging image reconstruction problem where the gravity-induced motion is coupled to the subject's rotation angle. This study is the first to investigate the feasibility of fixed-gantry CBCT using imaging data of three live rabbits in an ethics-approved study. A novel data-driven motion correction method that combines partial-view reconstruction and motion compensation was developed to overcome this challenge. Fixed-gantry CBCT scans of three live rabbits were acquired on a standard radiotherapy system with the imaging beam fixed and the rabbits continuously rotated using an in-house programmable rotation cradle. The reconstructed images of the thoracic region were validated against conventional CBCT scans acquired at different cradle rotation angles. Results showed that gravity-induced motion caused severe motion blur in all of the cases if unaccounted for. The proposed motion correction method yielded clinically usable image quality with
- Published
- 2018
- Full Text
- View/download PDF
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