6 results on '"Noid, G."'
Search Results
2. Automated Brain Metastasis Detection and Segmentation Using Deep-Learning Method
- Author
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Dang, N.P., primary, Noid, G., additional, Liang, Y., additional, Bovi, J.A., additional, Bhalla, M., additional, and Li, A., additional
- Published
- 2022
- Full Text
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3. Enhancing pancreatic tumor delineation using dual-energy CT-derived extracellular volume fraction map.
- Author
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Anbumani S, Godfrey G, Hall WA, Shah J, Knechtges P, Erickson B, Li XA, and Noid G
- Subjects
- Humans, Male, Middle Aged, Aged, Female, Tumor Burden, Contrast Media, Imaging, Three-Dimensional methods, Pancreas diagnostic imaging, Pancreas pathology, Radiotherapy Planning, Computer-Assisted methods, Pancreatic Neoplasms diagnostic imaging, Pancreatic Neoplasms pathology, Tomography, X-Ray Computed methods, Algorithms
- Abstract
Purpose . Precise identification of pancreatic tumors is challenging for radiotherapy planning due to the tumor's anatomical variability and poor visualization on 3D cross-sectional imaging. Low extracellular volume fraction (ECVf) correlates with poor vasculature uptake and possible necrosis or hypoxia in pancreatic tumors. This work investigates the feasibility of delineating pancreatic tumors using ECVf spatial distribution maps derived from contrast enhanced dual-energy CT (DECT). Methods and Materials . Data acquired from radiotherapy simulation of 12 pancreatic cancer patients, using a dual source DECT scanner, were analyzed. For each patient, an ECVf distribution of the pancreas was computed from the simultaneously acquired low and high energy DECT series during the late arterial contrast phase combined with the patient's hematocrit level. Volume of interest (V
ECVf ) maps in ECVf distribution of pancreas were identified by applying an appropriate threshold condition and a connected components clustering algorithm. The obtained VECVf was compared with the clinical gross tumor volume (GTV) using the positive predictive value (PPV), Dice similarity coefficient (DSC), mean distance to agreement (MDA) and true positive rate (TPR). Results . As a proof of concept, our hypothetical threshold condition based on the first quartile separation of the ECVf distribution to find VECVf of the pancreas elucidates the tumor volume within the pancreas. Notably, 7 out of 12 cases studied for VECVf matched well with the GTV and the mean PPV of 0.83 ± 0.12. The mean MDA (2.83 ± 1.0) of the cases confirms that VECVf lies within the tolerance for comparing to the pancreatic GTV. For the remaining 5 cases, the VECVf is substantially affected by other compounding factors, e.g., large cysts, dilate ducts, and thus did not align with the GTVs. Conclusions . This work demonstrated the promising application of the ECVf map, derived from contrast enhanced DECT, to help delineate tumor target for RT planning of pancreatic cancer., (Creative Commons Attribution license.)- Published
- 2024
- Full Text
- View/download PDF
4. Symptomatic radionecrosis after postoperative but not preoperative stereotactic radiosurgery in a single patient: illustrative case.
- Author
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Laurin BJ, Straza M, Noid G, Connelly JM, Mueller WM, Bovi J, and Krucoff MO
- Abstract
Background: Standard of care for brain metastases involves stereotactic radiosurgery (SRS). For cases that also require surgery because of lesion size, edema, or neurological symptoms, whether to provide pre- or postoperative SRS has become a prevalent debate., Observations: Herein, the unique case of a patient with brain metastases of the same pathology and similar size in two different brain locations at two different times is described. The patient underwent surgery with preoperative SRS for the first lesion and surgery with postoperative SRS for the second lesion. Although both treatments resulted in successful local control, the location that received postoperative SRS developed symptomatic and rapidly progressive radiation necrosis (RN) requiring a third craniotomy., Lessons: Large randomized controlled trials are ongoing to compare pre- versus postoperative SRS for the treatment of symptomatic brain metastases (e.g., study NRG-BN012). Recent interest in preoperative SRS has emerged from its theoretical potential to decrease rates of postoperative RN and leptomeningeal disease. This valuable case in which both therapies were applied in a single patient with a single pathology and similar lesions provides evidence supportive of preoperative SRS.
- Published
- 2023
- Full Text
- View/download PDF
5. Cystic Brain Metastasis Outcomes After Gamma Knife Radiation Therapy.
- Author
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Amidon RF, Livingston K, Kleefisch CJ, Martens M, Straza M, Puckett L, Schultz CJ, Mueller WM, Connelly JM, Noid G, Morris K, and Bovi JA
- Abstract
Purpose: The response of cystic brain metastases (BMets) to radiation therapy is poorly understood, with conflicting results regarding local control, overall survival, and treatment-related toxicity. This study aims to examine the role of Gamma Knife (GK) in managing cystic BMets., Methods and Materials: Volumetric analysis was conducted to measure tumor and edema volume at the time of GK and follow-up magnetic resonance imaging studies. Survival was described using the Kaplan-Meier method, and the cumulative incidence of progression was described using the Aalen-Johansen estimator. We evaluated the association of 4 variables with survival using Cox regression analysis., Results: Between 2016 and 2021, 54 patients with 83 cystic BMets were treated with GK at our institution. Lung cancer was the most common pathology (51.9%), followed by breast cancer (13.0%). The mean target volume was 2.7 cm
3 (range, 0.1-39.0 cm3 ), and the mean edema volume was 13.9 cm3 (range, 0-165.5 cm3 ). The median prescription dose of single-fraction and fractionated GK was 20 Gy (range, 14-27.5 Gy). With a median follow-up of 8.9 months, the median survival time (MST) was 11.1 months, and the 1-year local control rate was 75.9%. Gamma Knife was associated with decreased tumor and edema volumes over time, although 68.5% of patients required steroids after GK. Patients whose tumors grew beyond baseline after GK received significantly more whole-brain radiation therapy (WBRT) before GK than those whose tumors declined after GK. Higher age at diagnosis of BMets and pre-GK systemic therapy were associated with worse survival, with an MST of 7.8 months in patients who received it compared with 23.3 months in those who did not., Conclusions: Pre-GK WBRT may select for BMets with increased radioresistance. This study highlights the ability of GK to control cystic BMets with the cost of high posttreatment steroid use., Competing Interests: Joseph A. Bovi reports a relationship with Imaging Biometrics that includes consulting or advising. Christopher J. Schultz reports a relationship with Elekta AB that includes funding grants and travel reimbursement; a relationship with Siemens Healthineers that includes board membership and funding grants; and relationships with Accuray Inc and Mantia Medical Imaging that include funding grants. Lindsay Puckett reports a relationship with Accuray Inc that includes speaking and lecture fees. The other authors declare no personal, financial, or institutional interests in any of the drugs, materials, or devices described in this article., (© 2023 The Author(s).)- Published
- 2023
- Full Text
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6. Predicting Treatment Response From Extracellular Volume Fraction for Chemoradiation Therapy of Pancreatic Cancer.
- Author
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Noid G, Godfrey G, Hall W, Shah J, Paulson E, Knechtges P, Erickson B, and Allen Li X
- Subjects
- Humans, Tomography, X-Ray Computed methods, CA-19-9 Antigen, Contrast Media, Pancreatic Neoplasms, Pancreatic Neoplasms diagnostic imaging, Pancreatic Neoplasms therapy, Iodine
- Abstract
Purpose: Dual-energy computed tomography (DECT) data can be used to calculate the extracellular volume fraction (ECVf) in tumors, which has been correlated with treatment outcome. This study sought to find a correlation between ECVf and treatment response as measured by the change in cancer antigen (CA) 19 to 9 during chemoradiation therapy (CRT) for pancreatic cancer., Methods and Materials: Dual-energy CT data acquired during the late arterial contrast phase in the standard radiation therapy simulation on a dual-source DECT simulator for 25 patients with pancreatic cancer, along with their CA19-9 and hematocrit data, were analyzed. Each patient underwent preoperative CRT with a prescription of 50.4 Gy in 28 fractions. The patients were chosen based on the presence of a solid tumor in the pancreas that could be clearly delineated. A region of interest (ROI) was placed in the tumor and in the aorta. From the ratio of the iodine density calculated from the DECT in the ROI and the hematocrit taken at the time of simulation, the ECVf was calculated. The ECVf was then compared with the change in CA19-9 before and after the CRT. Distant metastases as the cause of CA19-9 elevation were ruled out on subsequent restaging images before surgery. The DECT-derived iodine ratio was validated using a phantom study., Results: The DECT-derived iodine concentration agreed with the phantom measurements (R
2 , 1.0). The average hematocrit, ECVf, and change in CA19-9 during the treatment for the 25 patients was 35.6 ± 5.4%, 7.3 ± 4.9%, and -4.6 ± 21.8 respectively. A linear correlation was found between the ECVf and the change in CA19-9, with an R2 of 0.7: ΔCA19-9 = 3.63 × ECVf - 31.1. The correlation was statistically significant (P = .006)., Conclusions: The calculated ECV fraction based on iodine maps from dual-source DECT may be used to predict treatment response after neoadjuvant chemoradiation therapy for pancreatic cancer., (Copyright © 2022 Elsevier Inc. All rights reserved.)- Published
- 2023
- Full Text
- View/download PDF
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