52 results on '"J Gawlitza"'
Search Results
2. D-Dimer 2.0 – KI-gestützte Analyse negativer Prädiktoren bei Patienten mit klinischem Verdacht auf eine Lungenarterienembolie sowie positivem D-Dimer
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F Trinkmann, A Bücker, J Stroeder, H Wilkens, and J Gawlitza
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- 2021
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3. Quantifizierung biomechanischer Eigenschaften von Tracheen – Radiologie trifft technische Mechanik
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A Jung, Michael Roland, J Gawlitza, R Kose, Stefan Diebels, and A Bücker
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- 2021
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4. Multiple Breath Washout Using Sulfur Hexafluoride - Lung Clearance Index (LCI) Reference Values and Influence of Anthropometric Parameters
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J Gawlitza, Ibrahim Akin, F Trinkmann, F.J. Herth, M. Borggrefe, K Roth, J Schäfer, M. Maros, J Saur, T. Ganslandt, and A. Hermanns
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Sulfur hexafluoride ,Anthropometric parameters ,chemistry.chemical_compound ,chemistry ,business.industry ,Reference values ,Medicine ,Lung Clearance Index ,business ,Nuclear medicine ,MULTIPLE BREATH WASHOUT - Published
- 2020
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5. Wiederauftreten einer desquamativen interstitiellen Pneumonie (DIP) nach unilateraler Lungentransplantation (LTx)
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Hans Joachim Schäfers, Franziska C. Trudzinski, Robert Bals, J Gawlitza, H Wilkens, F Langer, RM Bohle, and B Weingard
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- 2020
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6. Durchführbarkeit und Anwendungsgebiete des multiple breath washout-Verfahrens (MBW) bei erwachsenen Patienten mit Asthma bronchiale
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M. Borggrefe, T Gradinger, J Gawlitza, J Saur, Ibrahim Akin, F Trinkmann, M Schroeter, J Schäfer, W Dieker, S Lenz, and T. Ganslandt
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- 2020
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7. PI-RADS v1 versus v2 zur Vorhersage eines Prostatakarzinoms: Analyse an Patienten mit Großflächen-Histologie als Goldstandard
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T Kahn, J Gawlitza, Harald Busse, Nikita Garnov, Michael Moche, Lars-Christian Horn, A Schaudinn, Nicolas Linder, S Mucha, and Jens-Uwe Stolzenburg
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Radiology, Nuclear Medicine and imaging - Published
- 2017
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8. Time to exhale: Evaluierung des diagnostischen Mehrwerts von Thorax CT Untersuchungen in Expiration bei Patienten mit COPD – Ergebnisse der CType Studie
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JD Michels, F Trinkmann, Martin Borggrefe, J Saur, Stefan O. Schönberg, J Gawlitza, Ibrahim Akin, and Thomas Henzler
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Radiology, Nuclear Medicine and imaging - Published
- 2017
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9. Time to exhale: quantitative CT-Parameter in Exspiration beinhalten zusätzliche Information bei Patienten mit COPD
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J Saur, S. O. Schönberg, M Borggrefe, Thomas Henzler, J Gawlitza, Ibrahim Akin, F Trinkmann, and JD Michels
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Pulmonary and Respiratory Medicine ,COPD ,business.industry ,medicine ,medicine.disease ,business ,Nuclear medicine - Published
- 2017
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10. Characterization of Lung Function in Coronary Heart Disease and Chronic Obstructive Pulmonary Disease - Going Beyond Spirometry
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T. Sieburg, J Gawlitza, Ibrahim Akin, JD Michels, M. Borggrefe, C Doesch, Ksenija Stach, J. Schaefer, and F Trinkmann
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Spirometry ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Internal medicine ,Cardiology ,Medicine ,Pulmonary disease ,business ,Coronary heart disease ,Lung function - Published
- 2019
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11. COPD Phenotyping and Differential Therapy Can Be Improved Using Impulse Oscillometry and Multiple Breath Washout Testing
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M. Borggrefe, J Gawlitza, J Saur, J. Drayss, Ibrahim Akin, J. Schaefer, JD Michels, F Trinkmann, and M Schroeter
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COPD ,medicine.medical_specialty ,Impulse Oscillometry ,business.industry ,Internal medicine ,medicine ,Cardiology ,medicine.disease ,business ,MULTIPLE BREATH WASHOUT ,Differential (mathematics) - Published
- 2019
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12. Prädiktion von recovery rates in der bronchoalveolären Lavage mittels quantifizierter Computertomografie
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Thomas Henzler, JD Michels, H Haubenreiser, J Gawlitza, Stefan O. Schönberg, F Trinkmann, and Martin Borggrefe
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- 2019
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13. Affektion der kleinen Atemwege bei pulmonaler Hypertonie – diagnostischer Mehrwert von Inertgas-Auswaschverfahren und Impulsoszillometrie
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Ksenija Stach, J Gawlitza, J Saur, Ibrahim Akin, Christina Dösch, M Künstler, F Trinkmann, JD Michels, J Schäfer, M Schroeter, and M Borggrefe
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- 2019
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14. Lungenfunktionelle Charakterisierung von Patienten mit KHK und COPD mittels Bodyplethysmographie und Impulsoszillometrie
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Ksenija Stach, T. Sieburg, J Gawlitza, Ibrahim Akin, JD Michels, J Schäfer, M. Borggrefe, Christina Dösch, and F Trinkmann
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- 2019
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15. Phänotypisierung und Differentialtherapie der COPD – Verbesserung mittels Impulsoszillometrie und Inertgas-Auswaschverfahren
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J Drayβ, M Schroeter, M. Borggrefe, JD Michels, J Saur, J Gawlitza, Ibrahim Akin, J Schäfer, and F Trinkmann
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- 2019
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16. Typische MR-Bildbefunde nach HIFU-Hemiablation der Prostata bei Prostatakarzinom
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H Busse, N Linder, Roman Ganzer, Jens-Uwe Stolzenburg, P Stumpp, J Gawlitza, P Ho-Thi, T Kahn, A Schaudinn, and J Michaelis
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- 2018
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17. Finding the right spot: wo ist die beste Lokalisation für Atemwegsquantifizierung bei Patienten mit COPD?
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A Fischer, H Haubenreisser, F Trinkmann, J Gawlitza, Ibrahim Akin, Martin Borggrefe, Thomas Henzler, and S Schönberg
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- 2018
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18. Leveraging Phase Information of 3D Isotropic Ultrashort Echo Time Pulmonary MRI for the Detection of Thoracic Lymphadenopathy: Toward an All-in-One Scan Solution.
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Ziegelmayer S, Van AT, Weiss K, Marka AW, Lemke T, Scheuerer F, Huber T, Sauter A, Robison R, Gawlitza J, Makowski MR, Karampinos DC, and Graf M
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Background: Ultrashort echo time (UTE) allows imaging of tissues with short relaxation times, but it comes with the expense of long scan times. Magnitude images of UTE magnetic resonance imaging (MRI) are widely used in pulmonary imaging due to excellent parenchymal signal, but have insufficient contrast for other anatomical regions of the thorax. Our work investigates the value of UTE phase images (UTE-Ps)-generated simultaneously from the acquired UTE signal used for the magnitude images-for the detection of thoracic lymph nodes based on water-fat contrast. It employs an advanced imaging sequence and reconstruction allowing isotropic 3D UTE MRI in clinically acceptable scan times., Methods: In our prospective study, 42 patients with 136 lymph nodes had undergone venous computed tomography and pulmonary MRI scans with UTE within a 14-day interval. 3D isotropic UTE images were acquired using FLORET (fermat looped, orthogonally encoded trajectories). Background-corrected phase images (UTE-P) and magnitude images were reconstructed simultaneously from the UTE-Signal. Three radiologists performed a blinded reading in which all lymph nodes with a short-axis diameter (SAD) of at least 0.5 cm were detected. Detection rates and performance metrics of UTE-P for all lymph node regions and for pathologic (SAD ≥10 mm) and nonpathologic lymph nodes (SAD <10 mm) were calculated using computed tomography as a reference. The interreader agreement defined as the presence or absence of lymph nodes based on patient and region was calculated using Fleiss kappa (κ)., Findings: In the phase images, pathologic lymph nodes in the mediastinal and hilar region were detected with a high diagnostic confidence due to the achieved water-fat contrast (average sensitivity, specificity, positive predictive value, and negative predictive value of 95.83% [confidence interval (CI), 92.76%-98.91%], 100%, 100%, and 99.32% [CI, 98.08%-100%]). Stepwise inclusion of all lymph node regions and nonpathologic lymph nodes was associated with a moderate decrease resulting in an average sensitivity, specificity, positive predictive value, and negative predictive value of 77.9% (CI, 70.9%-84.7%), 99.4% (CI, 98.7%-99.9%), 97.0% (CI, 93.4%-99.7%), and 94.7% (CI, 92.8%-96.4%) for the inclusion of all lymph nodes sizes and regions. Interreader agreement was almost perfect (κ = 0.92)., Conclusions: Pathological lymph nodes in the mediastinal and hilar region can be detected in phase-images with high diagnostic confidence, thanks to the ability of the phase images to depict water-fat contrast in combination with high spatial 3D resolution, extending the clinical applicability of UTE into the simultaneous assessment of lung parenchyma and lymph nodes., Competing Interests: Conflicts of interest and sources of funding: none declared., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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19. Prediction of Clinically Significant Prostate Cancer Using Multiparametric MRI, Biparametric MRI, and Clinical Parameters.
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Oberneder M, Henzler T, Kriegmair M, Vag T, Roethke M, Siegert S, Lang R, Lenk J, and Gawlitza J
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Introduction: Multiparametric MRI (mpMRI) is gold standard for the primary diagnostic work-up of clinically significant prostate cancer (csPCa). The aim of this study was to assess the benefit of the perfusion sequence and the non-inferiority of an MRI without contrast administration (bpMRI) compared to mpMRI while taking clinical parameters into account., Methods: In this retrospective, non-interventional study we examined MRI data from 355 biopsy-naïve patients, performed on a 3T MRI system, evaluated by a board-certified radiologist with over 10 years of experience with subsequent mpMRI-TRUS fusion biopsy., Discussion: Only 16/355 (4.5%) patients benefited from dynamic contrast enhanced. In only 3/355 (0.8%) patients, csPCa would have been missed in bpMRI. BpMRI provided sensitivity and specificity (81.4%; 79.4%) comparable to mpMRI (75.2%; 81.8%). Additionally, bpMRI and mpMRI were independent predictors for the presence of csPCa, individually (OR: 15.36; p < 0.001 vs. 12.15; p = 0.006) and after accounting for established influencing factors (OR: 12.81; p < 0.001 vs. 6.50; p = 0.012). When clinical parameters were considered, a more balanced diagnostic performance between sensitivity and specificity was found for mpMRI and bpMRI. Overall, PSA density showed the highest diagnostic performance (area under the curve = 0.81) for the detection of csPCa., Conclusion: The premise of the study was confirmed. Therefore, bpMRI should be adopted as soon as existing limitations have been lifted by prospective multi-reader studies., (© 2024 S. Karger AG, Basel.)
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- 2024
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20. Speed and efficiency: evaluating pulmonary nodule detection with AI-enhanced 3D gradient echo imaging.
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Ziegelmayer S, Marka AW, Strenzke M, Lemke T, Rosenkranz H, Scherer B, Huber T, Weiss K, Makowski MR, Karampinos DC, Graf M, and Gawlitza J
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Objectives: Evaluating the diagnostic feasibility of accelerated pulmonary MR imaging for detection and characterisation of pulmonary nodules with artificial intelligence-aided compressed sensing., Materials and Methods: In this prospective trial, patients with benign and malignant lung nodules admitted between December 2021 and December 2022 underwent chest CT and pulmonary MRI. Pulmonary MRI used a respiratory-gated 3D gradient echo sequence, accelerated with a combination of parallel imaging, compressed sensing, and deep learning image reconstruction with three different acceleration factors (CS-AI-7, CS-AI-10, and CS-AI-15). Two readers evaluated image quality (5-point Likert scale), nodule detection and characterisation (size and morphology) of all sequences compared to CT in a blinded setting. Reader agreement was determined using the intraclass correlation coefficient (ICC)., Results: Thirty-seven patients with 64 pulmonary nodules (solid n = 57 [3-107 mm] part-solid n = 6 [ground glass/solid 8 mm/4-28 mm/16 mm] ground glass nodule n = 1 [20 mm]) were analysed. Nominal scan times were CS-AI-7 3:53 min; CS-AI-10 2:34 min; CS-AI-15 1:50 min. CS-AI-7 showed higher image quality, while quality remained diagnostic even for CS-AI-15. Detection rates of pulmonary nodules were 100%, 98.4%, and 96.8% for CS-AI factors 7, 10, and 15, respectively. Nodule morphology was best at the lowest acceleration and was inferior to CT in only 5% of cases, compared to 10% for CS-AI-10 and 23% for CS-AI-15. The nodule size was comparable for all sequences and deviated on average < 1 mm from the CT size., Conclusion: The combination of compressed sensing and AI enables a substantial reduction in the scan time of lung MRI while maintaining a high detection rate of pulmonary nodules., Clinical Relevance Statement: Incorporating compressed sensing and AI in pulmonary MRI achieves significant time savings without compromising nodule detection or characteristics. This advancement holds clinical promise, enhancing efficiency in lung cancer screening without sacrificing diagnostic quality., Key Points: Lung cancer screening by MRI may be possible but would benefit from scan time optimisation. Significant scan time reduction, high detection rates, and preserved nodule characteristics were achieved across different acceleration factors. Integrating compressed sensing and AI in pulmonary MRI offers efficient lung cancer screening without compromising diagnostic quality., (© 2024. The Author(s).)
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- 2024
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21. Evaluating Treatment Response in GEJ Adenocarcinoma: The Role of Pretherapeutic and Posttherapeutic Iodine Mapping.
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Graf M, Gawlitza J, Makowski M, Meurer F, Huber T, and Ziegelmayer S
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- Humans, Male, Female, Middle Aged, Retrospective Studies, Treatment Outcome, Aged, Esophagogastric Junction diagnostic imaging, Esophagogastric Junction pathology, Contrast Media, Sensitivity and Specificity, Adult, Reproducibility of Results, Stomach Neoplasms diagnostic imaging, Stomach Neoplasms therapy, Stomach Neoplasms pathology, Stomach Neoplasms drug therapy, Cohort Studies, Iodine, Adenocarcinoma diagnostic imaging, Adenocarcinoma therapy, Adenocarcinoma pathology, Adenocarcinoma drug therapy, Esophageal Neoplasms diagnostic imaging, Esophageal Neoplasms therapy, Esophageal Neoplasms pathology, Esophageal Neoplasms drug therapy, Neoadjuvant Therapy, Tomography, X-Ray Computed
- Abstract
Background: Neoadjuvant therapy regimens have significantly improved the prognosis of GEJ (gastroesophageal junction) cancer; however, there are a significant percentage of patients who benefit from earlier resection or adapted therapy regimens, and the true response rate can only be determined histopathologically. Methods that allow preoperative assessment of response are lacking., Purpose: The purpose of this retrospective study is to assess the potential of pretherapeutic and posttherapeutic spectral CT iodine density (IoD) in predicting histopathological response to neoadjuvant chemotherapy in patients diagnosed with adenocarcinoma of the GEJ., Methods: In this retrospective cohort study, a total of 62 patients with GEJ carcinoma were studied. Patients received a multiphasic CT scan at diagnosis and preoperatively. Iodine-density maps were generated based on spectral CT data. All tumors were histopathologically analyzed, and the tumor regression grade (TRG) according to Becker et al ( Cancer . 2003;98:1521-1530) was determined. Two experienced radiologists blindly placed 5 defined ROIs in the tumor region of highest density, and the maximum value was used for further analysis. Iodine density was normalized to the aortic iodine uptake. In addition, tumor response was assessed according to standard RECIST measurement. After assessing interrater reliability, the correlation of IoD values with treatment response and with histopathologic TRG was evaluated., Results: The normalized ΔIoD (IoD at diagnosis - IoD after neoadjuvant treatment) and the normalized IoD after neoadjuvant treatment correlated significantly with the TRG. For the detection of responders and nonresponders, the receiver operating characteristic (ROC) curve for normalized ΔIoD yielded the highest area under the curve of 0.95 and achieved a sensitivity and specificity of 92.3% and 92.1%, respectively. Iodine density after neoadjuvant treatment achieved an area under the curve of 0.88 and a sensitivity and specificity of 86.8% and 84.6%, respectively (cutoff, 0.266). Iodine density at diagnosis and RECIST did not provide information to distinguish responders from nonresponders. Using the cutoff value for IoD after neoadjuvant treatment, a reliable classification of responders and nonresponders was achieved for both readers in a test set of 11 patients. Intraclass correlation coefficient revealed excellent interrater reliability (intraclass correlation coefficient, >0.9). Lastly, using the cutoff value for normalized ΔIoD as a definition for treatment response, a significantly longer survival of responders was shown., Conclusions: Changes in IoD after neoadjuvant treatment of GEJ cancer may be a potential surrogate for therapy response., Competing Interests: Conflicts of interest and sources of funding: none declared., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2024
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22. Comparison of Virtual Non-Contrast and True Non-Contrast CT Images Obtained by Dual-Layer Spectral CT in COPD Patients.
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Steinhardt M, Marka AW, Ziegelmayer S, Makowski M, Braren R, Graf M, and Gawlitza J
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Chronic obstructive pulmonary disease (COPD) is one of the leading causes of death. Recent studies have underlined the importance of non-contrast-enhanced chest CT scans not only for emphysema progression quantification, but for correlation with clinical outcomes as well. As about 40 percent of the 300 million CT scans per year are contrast-enhanced, no proper emphysema quantification is available in a one-stop-shop approach for patients with known or newly diagnosed COPD. Since the introduction of spectral imaging (e.g., dual-energy CT scanners), it has been possible to create virtual non-contrast-enhanced images (VNC) from contrast-enhanced images, making it theoretically possible to offer proper COPD imaging despite contrast enhancing. This study is aimed towards investigating whether these VNC images are comparable to true non-contrast-enhanced images (TNC), thereby reducing the radiation exposure of patients and usage of resources in hospitals. In total, 100 COPD patients with two scans, one with (VNC) and one without contrast media (TNC), within 8 weeks or less obtained by a spectral CT using dual-layer technology, were included in this retrospective study. TNC and VNC were compared according to their voxel-density histograms. While the comparison showed significant differences in the low attenuated volumes (LAVs) of TNC and VNC regarding the emphysema threshold of -950 Houndsfield Units (HU), the 15th and 10th percentiles of the LAVs used as a proxy for pre-emphysema were comparable. Upon further investigation, the threshold-based LAVs (-950 HU) of TNC and VNC were comparable in patients with a water equivalent diameter (DW) below 270 mm. The study concludes that VNC imaging may be a viable option for assessing emphysema progression in COPD patients, particularly those with a normal body mass index (BMI). Further, pre-emphysema was generally comparable between TNC and VNC. This approach could potentially reduce radiation exposure and hospital resources by making additional TNC scans obsolete.
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- 2024
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23. Machine learning assisted feature identification and prediction of hemodynamic endpoints using computed tomography in patients with CTEPH.
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Gawlitza J, Endres S, Fries P, Graf M, Wilkens H, Stroeder J, Buecker A, Massmann A, and Ziegelmayer S
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- Humans, Predictive Value of Tests, Tomography, X-Ray Computed methods, Hemodynamics, Machine Learning, Chronic Disease, Hypertension, Pulmonary, Pulmonary Embolism complications, Pulmonary Embolism diagnostic imaging
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Chronic thromboembolic pulmonary hypertension (CTEPH) is a rare but potentially curable cause of pulmonary hypertension (PH). Currently PH is diagnosed by right heart catheterisation. Computed tomography (CT) is used for ruling out other causes and operative planning. This study aims to evaluate importance of different quantitative/qualitative imaging features and develop a supervised machine learning (ML) model to predict hemodynamic risk groups. 127 Patients with diagnosed CTEPH who received preoperative right heart catheterization and thoracic CTA examinations (39 ECG-gated; 88 non-ECG gated) were included. 19 qualitative/quantitative imaging features and 3 hemodynamic parameters [mean pulmonary artery pressure, right atrial pressure (RAP), pulmonary artery oxygen saturation (PA SaO2)] were gathered. Diameter-based CT features were measured in axial and adjusted multiplane reconstructions (MPR). Univariate analysis was performed for qualitative and quantitative features. A random forest algorithm was trained on imaging features to predict hemodynamic risk groups. Feature importance was calculated for all models. Qualitative and quantitative parameters showed no significant differences between ECG and non-ECG gated CTs. Depending on reconstruction plane, five quantitative features were significantly different, but mean absolute difference between parameters (MPR vs. axial) was 0.3 mm with no difference in correlation with hemodynamic parameters. Univariate analysis showed moderate to strong correlation for multiple imaging features with hemodynamic parameters. The model achieved an AUC score of 0.82 for the mPAP based risk stratification and 0.74 for the PA SaO2 risk stratification. Contrast agent retention in hepatic vein, mosaic attenuation pattern and the ratio right atrium/left ventricle were the most important features among other parameters. Quantitative and qualitative imaging features of reconstructions correlate with hemodynamic parameters in preoperative CTEPH patients-regardless of MPR adaption. Machine learning based analysis of preoperative imaging features can be used for non-invasive risk stratification. Qualitative features seem to be more important than previously anticipated., (© 2023. The Author(s).)
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- 2024
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24. Evaluation of GPT-4's Chest X-Ray Impression Generation: A Reader Study on Performance and Perception.
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Ziegelmayer S, Marka AW, Lenhart N, Nehls N, Reischl S, Harder F, Sauter A, Makowski M, Graf M, and Gawlitza J
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- Humans, X-Rays, Radiography, Benchmarking, Perception, Radiology
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Exploring the generative capabilities of the multimodal GPT-4, our study uncovered significant differences between radiological assessments and automatic evaluation metrics for chest x-ray impression generation and revealed radiological bias., (©Sebastian Ziegelmayer, Alexander W Marka, Nicolas Lenhart, Nadja Nehls, Stefan Reischl, Felix Harder, Andreas Sauter, Marcus Makowski, Markus Graf, Joshua Gawlitza. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 22.12.2023.)
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- 2023
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25. CT Attenuation of Hepatic Pancreatic Cancer Metastases Correlates with Prognostically Detrimental Metastatic Necrosis.
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Reischl S, Ziegelmayer S, Graf M, Gawlitza J, Sauter AP, Steinhardt M, Weber MC, Neumann PA, Makowski MR, Lohöfer FK, Mogler C, and Braren RF
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Percutaneous CT-guided biopsy is a frequently performed procedure for the confirmation and molecular workup of hepatic metastases of pancreatic ductal adenocarcinoma (PDAC). Tumor necrosis of primary PDAC has shown a negative prognostic impact in recent studies. This study aims to examine predictability in CT scans and the prognostic impact of necrosis in hepatic metastases of PDAC. In this tertiary-center retrospective cohort study, we included 36 patients with hepatic metastases of PDAC who underwent CT-guided hepatic biopsies. Normalized attenuation of the biopsied metastasis was determined in venous phase contrast-enhanced planning scans obtained prior to biopsy by automatic, threshold-based 3D segmentation and manual, blinded 2D segmentation. A board-certified pathologist specialized in hepatic pathology histologically quantified the tumor necrosis and cellularity of the biopsy cylinders. We found a significant inverse-linear correlation between normalized attenuation and the fraction of necrosis (Pearson's r = 0.51, p < 0.001 for automatic 3D segmentation or Pearson's r = 0.52, p < 0.001 for manual 2D segmentation), whereas no correlation was found with tumor cellularity. Additionally, we discovered that patients with a fraction of necrosis ≥ 20% in metastases had a significantly shorter overall survival ( p < 0.035). In summary, tumor necrosis of PDAC metastases can be estimated from contrast-enhanced CT scans, which could help to improve biopsy sample pattern planning. In addition, liver metastatic necrosis may serve as a prognostic biomarker in PDAC.
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- 2023
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26. Immunohistochemistry Reveals TRPC Channels in the Human Hearing Organ-A Novel CT-Guided Approach to the Cochlea.
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Englisch CN, Steinhäuser J, Wemmert S, Jung M, Gawlitza J, Wenzel G, Schick B, and Tschernig T
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- Animals, Humans, Immunohistochemistry, Stria Vascularis metabolism, Hearing, Cochlea metabolism, Ear, Inner metabolism
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TRPC channels are critical players in cochlear hair cells and sensory neurons, as demonstrated in animal experiments. However, evidence for TRPC expression in the human cochlea is still lacking. This reflects the logistic and practical difficulties in obtaining human cochleae. The purpose of this study was to detect TRPC6, TRPC5 and TRPC3 in the human cochlea. Temporal bone pairs were excised from ten body donors, and the inner ear was first assessed based on computed tomography scans. Decalcification was then performed using 20% EDTA solutions. Immunohistochemistry with knockout-tested antibodies followed. The organ of Corti, the stria vascularis, the spiral lamina, spiral ganglion neurons and cochlear nerves were specifically stained. This unique report of TRPC channels in the human cochlea supports the hypothesis of the potentially critical role of TRPC channels in human cochlear health and disease which has been suggested in previous rodent experiments.
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- 2023
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27. Development and Validation of a Deep Learning Algorithm to Differentiate Colon Carcinoma From Acute Diverticulitis in Computed Tomography Images.
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Ziegelmayer S, Reischl S, Havrda H, Gawlitza J, Graf M, Lenhart N, Nehls N, Lemke T, Wilhelm D, Lohöfer F, Burian E, Neumann PA, Makowski M, and Braren R
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- Male, Humans, Middle Aged, Artificial Intelligence, Retrospective Studies, Algorithms, Tomography, X-Ray Computed, Colon, Deep Learning, Diverticulitis, Carcinoma
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Importance: Differentiating between malignant and benign etiology in large-bowel wall thickening on computed tomography (CT) images can be a challenging task. Artificial intelligence (AI) support systems can improve the diagnostic accuracy of radiologists, as shown for a variety of imaging tasks. Improvements in diagnostic performance, in particular the reduction of false-negative findings, may be useful in patient care., Objective: To develop and evaluate a deep learning algorithm able to differentiate colon carcinoma (CC) and acute diverticulitis (AD) on CT images and analyze the impact of the AI-support system in a reader study., Design, Setting, and Participants: In this diagnostic study, patients who underwent surgery between July 1, 2005, and October 1, 2020, for CC or AD were included. Three-dimensional (3-D) bounding boxes including the diseased bowel segment and surrounding mesentery were manually delineated and used to develop a 3-D convolutional neural network (CNN). A reader study with 10 observers of different experience levels was conducted. Readers were asked to classify the testing cohort under reading room conditions, first without and then with algorithmic support., Main Outcomes and Measures: To evaluate the diagnostic performance, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated for all readers and reader groups with and without AI support. Metrics were compared using the McNemar test and relative and absolute predictive value comparisons., Results: A total of 585 patients (AD: n = 267, CC: n = 318; mean [SD] age, 63.2 [13.4] years; 341 men [58.3%]) were included. The 3-D CNN reached a sensitivity of 83.3% (95% CI, 70.0%-96.6%) and specificity of 86.6% (95% CI, 74.5%-98.8%) for the test set, compared with the mean reader sensitivity of 77.6% (95% CI, 72.9%-82.3%) and specificity of 81.6% (95% CI, 77.2%-86.1%). The combined group of readers improved significantly with AI support from a sensitivity of 77.6% to 85.6% (95% CI, 81.3%-89.3%; P < .001) and a specificity of 81.6% to 91.3% (95% CI, 88.1%-94.5%; P < .001). Artificial intelligence support significantly reduced the number of false-negative and false-positive findings (NPV from 78.5% to 86.4% and PPV from 80.9% to 90.8%; P < .001)., Conclusions and Relevance: The findings of this study suggest that a deep learning model able to distinguish CC and AD in CT images as a support system may significantly improve the diagnostic performance of radiologists, which may improve patient care.
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- 2023
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28. Cost-Effectiveness of Artificial Intelligence Support in Computed Tomography-Based Lung Cancer Screening.
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Ziegelmayer S, Graf M, Makowski M, Gawlitza J, and Gassert F
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Background: Lung cancer screening is already implemented in the USA and strongly recommended by European Radiological and Thoracic societies as well. Upon implementation, the total number of thoracic computed tomographies (CT) is likely to rise significantly. As shown in previous studies, modern artificial intelligence-based algorithms are on-par or even exceed radiologist's performance in lung nodule detection and classification. Therefore, the aim of this study was to evaluate the cost-effectiveness of an AI-based system in the context of baseline lung cancer screening., Methods: In this retrospective study, a decision model based on Markov simulation was developed to estimate the quality-adjusted life-years (QALYs) and lifetime costs of the diagnostic modalities. Literature research was performed to determine model input parameters. Model uncertainty and possible costs of the AI-system were assessed using deterministic and probabilistic sensitivity analysis., Results: In the base case scenario CT + AI resulted in a negative incremental cost-effectiveness ratio (ICER) as compared to CT only, showing lower costs and higher effectiveness. Threshold analysis showed that the ICER remained negative up to a threshold of USD 68 for the AI support. The willingness-to-pay of USD 100,000 was crossed at a value of USD 1240. Deterministic and probabilistic sensitivity analysis showed model robustness for varying input parameters., Conclusion: Based on our results, the use of an AI-based system in the initial low-dose CT scan of lung cancer screening is a feasible diagnostic strategy from a cost-effectiveness perspective.
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- 2022
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29. Feature Robustness and Diagnostic Capabilities of Convolutional Neural Networks Against Radiomics Features in Computed Tomography Imaging.
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Ziegelmayer S, Reischl S, Harder F, Makowski M, Braren R, and Gawlitza J
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- Humans, Neural Networks, Computer, Phantoms, Imaging, Reproducibility of Results, Retrospective Studies, Tomography, X-Ray Computed methods, Carcinoma, Hepatocellular diagnostic imaging, Liver Neoplasms diagnostic imaging
- Abstract
Materials and Methods: Imaging phantoms were scanned twice on 3 computed tomography scanners from 2 different manufactures with varying tube voltages and currents. Phantoms were segmented, and features were extracted using PyRadiomics and a pretrained CNN. After standardization the concordance correlation coefficient (CCC), mean feature variance, feature range, and the coefficient of variant were calculated to assess feature robustness. In addition, the cosine similarity was calculated for the vectorized activation maps for an exemplary phantom. For the in vivo comparison, the radiomics and CNN features of 30 patients with hepatocellular carcinoma (HCC) and 30 patients with hepatic colon carcinoma metastasis were compared., Results: In total, 851 radiomics features and 256 CNN features were extracted for each phantom. For all phantoms, the global CCC of the CNN features was above 98%, whereas the highest CCC for the radiomics features was 36%. The mean feature variance and feature range was significantly lower for the CNN features. Using a coefficient of variant ≤0.2 as a threshold to define robust features and averaging across all phantoms 346 of 851 (41%) radiomics features and 196 of 256 (77%) CNN features were found to be robust. The cosine similarity was greater than 0.98 for all scanner and parameter variations. In the retrospective analysis, 122 of the 256 CNN (49%) features showed significant differences between HCC and hepatic colon metastasis., Discussion: Convolutional neural network features were more stable compared with radiomics features against technical variations. Moreover, the possibility of tumor entity differentiation based on CNN features was shown. Combined with visualization methods, CNN features are expected to increase reproducibility of quantitative image representations. Further studies are warranted to investigate the impact of feature stability on radiological image-based prediction of clinical outcomes., Competing Interests: Conflicts of interest and sources of funding: none declared., (Copyright © 2021 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2022
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30. High-Resolution, High b-Value Computed Diffusion-Weighted Imaging Improves Detection of Pancreatic Ductal Adenocarcinoma.
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Harder FN, Jung E, McTavish S, Van AT, Weiss K, Ziegelmayer S, Gawlitza J, Gouder P, Kamal O, Makowski MR, Lohöfer FK, Karampinos DC, and Braren RF
- Abstract
Background: Our purpose was to investigate the potential of high-resolution, high b-value computed DWI (cDWI) in pancreatic ductal adenocarcinoma (PDAC) detection., Materials and Methods: We retrospectively enrolled 44 patients with confirmed PDAC. Respiratory-triggered, diffusion-weighted, single-shot echo-planar imaging (ss-EPI) with both conventional (i.e., full field-of-view, 3 × 3 × 4 mm voxel size, b = 0, 50, 300, 600 s/mm
2 ) and high-resolution (i.e., reduced field-of-view, 2.5 × 2.5 × 3 mm voxel size, b = 0, 50, 300, 600, 1000 s/mm2 ) imaging was performed for suspected PDAC. cDWI datasets at b = 1000 s/mm2 were generated for the conventional and high-resolution datasets. Three radiologists were asked to subjectively rate (on a Likert scale of 1-4) the following metrics: image quality, lesion detection and delineation, and lesion-to-pancreas intensity relation. Furthermore, the following quantitative image parameters were assessed: apparent signal-to-noise ratio (aSNR), contrast-to-noise ratio (aCNR), and lesion-to-pancreas contrast ratio (CR)., Results: High-resolution, high b-value computed DWI (r-cDWI1000) enabled significant improvement in lesion detection and a higher incidence of a high lesion-to-pancreas intensity relation (type 1, clear hyperintense) compared to conventional high b-value computed and high-resolution high b-value acquired DWI (f-cDWI1000 and r-aDWI1000, respectively). Image quality was rated inferior in the r-cDWI1000 datasets compared to r-aDWI1000. Furthermore, the aCNR and CR were higher in the r-cDWI1000 datasets than in f-cDWI1000 and r-aDWI1000., Conclusion: High-resolution, high b-value computed DWI provides significantly better visualization of PDAC compared to the conventional high b-value computed and high-resolution high b-value images acquired by DWI.- Published
- 2022
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31. Less is more-the best test for anastomotic leaks in rectal cancer patients prior to ileostomy reversal.
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Lindner S, Eitelbuss S, Hetjens S, Gawlitza J, Hardt J, Seyfried S, Galata C, Reissfelder C, Sandra-Petrescu F, and Herrle F
- Subjects
- Anastomosis, Surgical adverse effects, Anastomotic Leak diagnosis, Anastomotic Leak etiology, Contrast Media, Enema, Humans, Prospective Studies, Retrospective Studies, Ileostomy adverse effects, Rectal Neoplasms diagnosis, Rectal Neoplasms surgery
- Abstract
Purpose: No clear consensus exists on how to routinely assess the integrity of the colorectal anastomosis prior to ileostomy reversal. The objective of this study was to evaluate the accuracy of contrast enema, endoscopic procedures, and digital rectal examination in rectal cancer patients in this setting., Methods: A systematic literature search was performed. Studies assessing at least one index test for which a 2 × 2 table was calculable were included. Hierarchical summary receiver operating characteristic curves were calculated and used for test comparison. Paired data were used where parameters could not be calculated. Methodological quality was assessed with the QUADAS-2 tool., Results: Two prospective and 11 retrospective studies comprising 1903 patients were eligible for inclusion. Paired data analysis showed equal or better results for sensitivity and specificity of both endoscopic procedures and digital rectal examination compared to contrast enema. Subgroup analysis of contrast enema according to methodological quality revealed that studies with higher methodological quality reported poorer sensitivity for equal specificity and vice versa. No case was described where a contrast enema revealed an anastomotic leak that was overseen in digital rectal examination or endoscopic procedures., Conclusions: Endoscopy and digital rectal examination appear to be the best diagnostic tests to assess the integrity of the colorectal anastomosis prior to ileostomy reversal. Accuracy measures of contrast enema are overestimated by studies with lower methodological quality. Synopsis of existing evidence and risk-benefit considerations justifies omission of contrast enema in favor of endoscopic and clinical assessment., Trial Registration: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42019107771., (© 2021. The Author(s).)
- Published
- 2021
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32. Individualized Determination of the Mechanical Fracture Environment After Tibial Exchange Nailing-A Simulation-Based Feasibility Study.
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Braun BJ, Orth M, Diebels S, Wickert K, Andres A, Gawlitza J, Bücker A, Pohlemann T, and Roland M
- Abstract
Non-union rate after tibial fractures remains high. Apart from largely uncontrollable biologic, injury, and patient-specific factors, the mechanical fracture environment is a key determinant of healing. Our aim was to establish a patient-specific simulation workflow to determine the mechanical fracture environment and allow for an estimation of its healing potential. In a referred patient with failed nail-osteosynthesis after tibial-shaft fracture exchange nailing was performed. Post-operative CT-scans were used to construct a three-dimensional model of the treatment situation in an image processing and computer-aided design system. Resulting forces, computed in a simulation-driven workflow based on patient monitoring and motion capturing were used to simulate the mechanical fracture environment before and after exchange nailing. Implant stresses for the initial and revision situation, as well as interfragmentary movement, resulting hydrostatic, and octahedral shear strain were calculated and compared to the clinical course. The simulation model was able to adequately predict hardware stresses in the initial situation where mechanical implant failure occurred. Furthermore, hydrostatic and octahedral shear strain of the revision situation were calculated to be within published healing boundaries-accordingly the fracture healed uneventfully. Our workflow is able to determine the mechanical environment of a fracture fixation, calculate implant stresses, interfragmentary movement, and the resulting strain. Critical mechanical boundary conditions for fracture healing can be determined in relation to individual loading parameters. Based on this individualized treatment recommendations during the early post-operative phase in lower leg fractures are possible in order to prevent implant failure and non-union development., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2021 Braun, Orth, Diebels, Wickert, Andres, Gawlitza, Bücker, Pohlemann and Roland.)
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- 2021
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33. Beyond the d-dimer - Machine-learning assisted pre-test probability evaluation in patients with suspected pulmonary embolism and elevated d-dimers.
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Gawlitza J, Ziegelmayer S, Wilkens H, Jagoda P, Raczeck P, Buecker A, and Stroeder J
- Subjects
- Aged, Humans, Machine Learning, Probability, Retrospective Studies, Fibrin Fibrinogen Degradation Products, Pulmonary Embolism diagnosis
- Abstract
Introduction: Acute pulmonary embolism (PE) is a leading cardiovascular cause of death, resembling a common indication for emergency computed tomography (CT). Nonetheless, in clinical routine most CTs performed for suspicion of PE excluded the suspected diagnosis. As patients with low to intermediate risk for PE are triaged according to the d-dimer, its relatively low specifity and widespread elevation among elderly might be an underlying issue. Aim of this study was to find potential predictors based on initial emergency blood tests in patients with elevated d-dimers and suspected PE to further increase pre-test probability., Methods: In this retrospective study all patients at the local university hospital's emergency room from 2009 to 2019 with suspected PE, emergency blood testing and CT were included. Cluster analysis was performed to separate groups with distinct laboratory parameter profiles and PE frequencies were compared. Machine learning algorithms were trained on the groups to predict individual PE probability based on emergency laboratory parameters., Results: Overall, PE frequency among the 2045 analyzed patients was 41%. Three clusters with significant differences (p ≤ 0.05) in PE frequency were identified: C1 showed a PE frequency of 43%, C2 40% and C3 33%. Laboratory parameter profiles (e.g. creatinine) differed significantly between clusters (p ≤ 0.0001). Both logistic regression and support-vector machines were able to predict clusters with an accuracy of over 90%., Discussion: Initial blood parameters seem to enable further differentiation of patients with suspected PE and elevated d-dimers to raise pre-test probability of PE. Machine-learning-based prediction models might help to further narrow down CT indications in the future., (Copyright © 2021 Elsevier Ltd. All rights reserved.)
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- 2021
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34. Incomplete neo-endothelialization of left atrial appendage closure devices is frequent after 6 months: a pilot imaging study.
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Lindner S, Behnes M, Wenke A, Sartorius B, Akin M, Mashayekhi K, Gawlitza J, Weidner KJ, Ansari U, Haubenreisser H, Schoenberg SO, Borggrefe M, and Akin I
- Subjects
- Cardiac Catheterization adverse effects, Echocardiography, Transesophageal, Female, Humans, Infant, Newborn, Male, Pilot Projects, Predictive Value of Tests, Prospective Studies, Treatment Outcome, Atrial Appendage diagnostic imaging, Atrial Fibrillation diagnostic imaging, Septal Occluder Device
- Abstract
Purpose: To bridge neo-endothelialization (NE) of implanted left atrial appendage closure (LAA/LAAC) devices, dual antiplatelet therapy is prescribed. Cardiac computed tomography angiography (cCTA) has been proposed for the evaluation of interventional LAAC. This prospective longitudinal observational study applied a standardized imaging protocol to detect progression of NE of LAAC devices 6 months after implantation., Methods: Consecutive cCTA datasets of patients six months after LAAC were acquired and the standardized multi-planar reconstruction LAA occluder view for post-implantation evaluation (LOVE) algorithm was used. Residual flow of contrast agent inside the LAA without a peri-device leak (PDL) was defined as incomplete neo-endothelialization. Absence of residual flow was defined as complete neo-endothelialization. Since PDL allows residual flow in the LAA, irrespective of neoendothelialization, PDL were excluded from this study. Diabetes mellitus, liver disease, body-mass-index, age, device sizes and type will be assessed as predictors for incomplete NE., Results: 53 consecutive patients were recruited for cCTA imaging. 36 (68%) showed no PDL and were included in the study (median age 77 years, 19% female). At median follow-up of 6 months (median 180 days, IQR 178-180), 44% of patients showed complete NE compared to 56% with NE still incomplete. Age, BMI, device type and size as well as prevalence of diabetes mellitus and liver disease did not show significant correlation with the completeness of NE., Conclusion: This pilot study showed that neo-endothelialization is still incomplete in a majority of patients at mid-term follow-up of 6 months after successful LAAC therapy. Further investigation on the consequences of incomplete endothelialization is needed to guide antiplatelet therapy schedules., (© 2021. The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature.)
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- 2021
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35. Time is bone - Quantitative comparison of decalcification solvents in human femur samples using dual-X-ray-absorptiometry and computed tomography.
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Gawlitza J, Steinhäuser J, Bücker A, Krasteva-Christ G, and Tschernig T
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- Absorptiometry, Photon, Aged, Bone Density, Humans, Solvents, Tomography, X-Ray Computed, X-Rays, Bone and Bones, Femur diagnostic imaging
- Abstract
Introduction: Bone decalcification is a necessary preprocessing step in histological and anatomical studies. Several solutions for decalcification with different claimed times for full decalcification are commercially available. Current literature lacks direct, quantitative measurement of calcium hydrocyapatite degradation during decalcification to compare different solutions. Therefore, the aim of this study was to test the performance of three different decalcification solutions in human bone by direct measurement of calcium hydroxyapatite using dual-X-ray-absorptiometry (DEXA) and volumetric computed tomography (CT)., Methods: Four femur slices were acquired from the proximal femur of a 76-year-old body donor. The slices were submerged in formaldehyde (control), EDTA, Osteosoft (Merck, Darmstadt, Germany) and "Rapid Bone Decalcifier" (RBD) (American MasterTech Scientific, Lodi, USA). Consecutive DEXA and CT scans were performed at 2 h, 4 h, 8 h, 11 h, 20 h, 44 h and 77 h after solutions were added. Besides the calcium hydroxyapatite concentration, the bone volume was measured each time., Results: Fastest decline in volume was seen in the RBD probe. Further, RBD was the only solution, being able to fully decalcify the bone slice after 77 h. Although a steady decline in volume and hydroxyapatite concentration was seen for EDTA and Osteosoft as well, both were not able to decalcify the slices., Conclusion: Overall, the purely qualititve acquired literature data on bone decalcifiers was verified by our quantitative data for human, cortical-rich bones. Hydrochloric-acid based solutions seem to be preferable in order to rapidly dissolve the calcium hydroxyapatite., (Copyright © 2021 Elsevier GmbH. All rights reserved.)
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- 2021
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36. Multiple breath washout (MBW) testing using sulfur hexafluoride: reference values and influence of anthropometric parameters.
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Trinkmann F, Maros M, Roth K, Hermanns A, Schäfer J, Gawlitza J, Saur J, Akin I, Borggrefe M, Herth FJF, and Ganslandt T
- Subjects
- Adult, Age Factors, Aged, Aged, 80 and over, Cross-Sectional Studies, Female, Healthy Volunteers, Humans, Male, Middle Aged, Reference Values, Respiratory Function Tests, Smokers, Anthropometry, Breath Tests, Lung Diseases, Obstructive physiopathology, Sulfur Hexafluoride analysis
- Abstract
Background: Multiple breath washout (MBW) using sulfur hexafluoride (SF
6 ) has the potential to reveal ventilation heterogeneity which is frequent in patients with obstructive lung disease and associated small airway dysfunction. However, reference data are scarce for this technique and mostly restricted to younger cohorts. We therefore set out to evaluate the influence of anthropometric parameters on SF6 -MBW reference values in pulmonary healthy adults., Methods: We evaluated cross-sectional data from 100 pulmonary healthy never-smokers and smokers (mean 51 (SD 20), range 20-88 years). Lung clearance index (LCI), acinar (Sacin ) and conductive (Scond ) ventilation heterogeneity were derived from triplicate SF6 -MBW measurements. Global ventilation heterogeneity was calculated for the 2.5% (LCI2.5 ) and 5% (LCI5 ) stopping points. Upper limit of normal (ULN) was defined as the 95th percentile., Results: Age was the only meaningful parameter influencing SF6 -MBW parameters, explaining 47% (CI 33% to 59%) of the variance in LCI, 32% (CI 18% to 47%) in Sacin and 10% (CI 2% to 22%) in Scond . Mean LCI increases from 6.3 (ULN 7.4) to 8.8 (ULN 9.9) in subjects between 20 and 90 years. Smoking accounted for 2% (CI 0% to 8%) of the variability in LCI, 4% (CI 0% to 13%) in Sacin and 3% (CI 0% to 13%) in Scond ., Conclusion: SF6 -MBW outcome parameters showed an age-dependent increase from early adulthood to old age. The effect was most pronounced for global and acinar ventilation heterogeneity and smaller for conductive ventilation heterogeneity. No influence of height, weight and sex was seen. Reference values can now be provided for all important SF6 -MBW outcome parameters over the whole age range., Trial Registration Number: NCT04099225., Competing Interests: Competing interests: The following financial activities outside the submitted work exist: FT received travel support from Actelion, Berlin Chemie, Boehringer Ingelheim, Chiesi, Novartis, Mundipharma and TEVA, as well as speaker or consultation fees from AstraZeneca, Berlin Chemie, Boehringer Ingelheim, Bristol-Myers Squibb, Chiesi, GlaxoSmithKline, Roche, Novartis and Sanofi-Aventis. JoS received travel support and speaker fees from Boehringer Ingelheim, GlaxoSmithKline, Novartis and Roche. MB received speaker or consultation fees from Bayer, Boehringer Ingelheim, Daiichi Sankyo, Impulse Dynamics and Zoll Medical. IA received travel support as well as speaker or consultation fees from Abiomed, Bayer, Boehringer Ingelheim and St Jude Medical., (© Author(s) (or their employer(s)) 2021. No commercial re-use. See rights and permissions. Published by BMJ.)- Published
- 2021
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37. Flexible endoscopy is enough diagnostic prior to loop ileostomy reversal.
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Lindner S, von Rudno K, Gawlitza J, Hardt J, Sandra-Petrescu F, Seyfried S, Kienle P, Reissfelder C, Bogner A, and Herrle F
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- Anastomosis, Surgical adverse effects, Anastomotic Leak diagnosis, Anastomotic Leak etiology, Contrast Media, Endoscopy, Enema, Humans, Retrospective Studies, Ileostomy adverse effects, Rectal Neoplasms
- Abstract
Purpose: This study investigates whether contrast enema (CE) and flexible endoscopy (FE) should be performed routinely after low anterior resection (LAR) before ileostomy reversal. Additionally, the impact of previous anastomotic leakage (AL) on diagnostic test accuracy (DTA) was assessed., Methods: This is a retrospective analysis of prospectively collected tertiary care data of two centers. Consecutive rectal cancer patients undergoing LAR with loop ileostomy formation were included. Before ileostomy reversal, all patients were assessed by CE and FE. DTA of FE and CE for asymptomatic AL in patients who had previously suffered from clinically relevant AL (group 1) compared with those without apparent AL after LAR (group 0) were assessed separately., Results: Two hundred ninety-three patients were included in the analysis, 86 in group 1 and 207 in group 0. Overall sensitivity for detection of asymptomatic AL was 76% (FE) and 60% (CE). Specificity was 100% for both tests. DTA of FE was equal or superior to CE in all subgroups. Prevalence of asymptomatic AL at the time of testing was 1.4% in group 0 and 25.6% in group 1., Conclusion: Flexible endoscopy is the more accurate diagnostic test for the detection of asymptomatic anastomotic leaks prior to ileostomy reversal. Contrast enema showed no gain of information. In the group without complications after the initial rectal resection, 104 must be tested to find one leak prior to reversal. In those patients, routine diagnostic testing additional to digital rectal examination may be questioned.
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- 2021
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38. COPD Imaging on a 3rd Generation Dual-Source CT: Acquisition of Paired Inspiratory-Expiratory Chest Scans at an Overall Reduced Radiation Risk.
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Gawlitza J, Henzler T, Trinkmann F, Nekolla E, Haubenreisser H, and Brix G
- Abstract
As stated by the Fleischner Society, an additional computed tomography (CT) scan in expiration is beneficial in patients with chronic obstructive pulmonary disease (COPD). It was thus the aim of this study to evaluate the radiation risk of a state-of-the-art paired inspiratory-expiratory chest scan compared to inspiration-only examinations. Radiation doses to 28 organs were determined for 824 COPD patients undergoing routine chest examinations at three different CT systems-a conventional multi-slice CT (MSCT), a 2nd generation (2nd-DSCT), and 3rd generation dual-source CT (3rd-DSCT). Patients examined at the 3rd-DSCT received a paired inspiratory-expiratory scan. Organ doses, effective doses, and lifetime attributable cancer risks (LAR) were calculated. All organ and effective doses were significantly lower for the paired inspiratory-expiratory protocol (effective doses: 4.3 ± 1.5 mSv (MSCT), 3.0 ± 1.2 mSv (2nd-DSCT), and 2.0 ± 0.8 mSv (3rd-DSCT)). Accordingly, LAR was lowest for the paired protocol with an estimate of 0.025 % and 0.013% for female and male patients (50 years) respectively. Image quality was not compromised. Paired inspiratory-expiratory scans can be acquired on 3rd-DSCT systems at substantially lower dose and risk levels when compared to inspiration-only scans at conventional CT systems, offering promising prospects for improved COPD diagnosis.
- Published
- 2020
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39. Radiation dose of chaperones during common pediatric computed tomography examinations.
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Overhoff D, Weis M, Riffel P, Sudarski S, Froelich MF, Fries P, Schönberg S, and Gawlitza J
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- Adult, Child, Contrast Media, Female, Humans, Male, Phantoms, Imaging, Radiation Monitoring, Medical Chaperones, Radiation Dosage, Tomography, X-Ray Computed
- Abstract
Background: One main challenge in pediatric imaging is to reduce motion artifacts by calming young patients. To that end, the Radiological Society of North America (RSNA) as early as 1997 stated the necessity of adults accompanying their child during the child's examination. Nonetheless, current research lacks data regarding radiation dose to these chaperones., Objective: The aim of this study was to measure the radiation dose of accompanying adults during state-of-the-art pediatric CT protocols., Materials and Methods: In addition to a 100-kV non-contrast-enhanced chest CT (Protocol 1), we performed a 70-kV contrast-enhanced chest protocol (Protocol 2) using a third-generation dual-source CT. We acquired data on the radiation dose around the scanner using digital dosimetry placed right at the gantry, 1 m away, as well as beside the gantry. We acquired the CT-surrounding radiation dose during scanning of a pediatric phantom as well as 12 pediatric patients., Results: After conducting 10 consecutive phantom scans using Protocol 1, we found the location with the highest cumulative dose acquired was right next to the gantry opening, at 3 μSv. Protocol 2 showed highest cumulative dose of 2 μSv at the same location. For Protocol 1, the location with the highest radiation doses during pediatric scans was right next to the gantry opening, with doses of 0.75±0.70 μSv. For Protocol 2, the highest radiation was measured 1 m away at 0.50±0.60 μSv. No radiation dose was measured at any time beside the gantry., Conclusion: Our results provide proof that chaperones receive low radiation doses during state-of-the-art CT examinations. Given knowledge of these values as well as the optimal spots with the lowest radiation doses, parents as well as patients might be more relaxed during the examination.
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- 2020
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40. More holes, more contrast? Comparing an 18-gauge non-fenestrated catheter with a 22-gauge fenestrated catheter for cardiac CT.
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Fischer AM, Riffel P, Henzler T, Schoepf UJ, Abadia AF, Bayer RR, Haubenreisser H, Giovagnoli D, Kremer A, Schoenberg SO, and Gawlitza J
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Contrast Media administration & dosage, Equipment Design, Female, Humans, Male, Middle Aged, Retrospective Studies, Young Adult, Computed Tomography Angiography instrumentation, Coronary Angiography instrumentation, Coronary Disease diagnostic imaging, Vascular Access Devices
- Abstract
Objective: To compare the performance of an 18-gauge nonfenestrated catheter (18-NFC) with a 22-gauge fenestrated catheter (22-FC) for cardiac CT angiography (CCTA) in patients with suspected coronary heart disease., Subjects and Methods: 74 consecutive patients imaged on a 2nd generation dual-source CT with arterial phase CCTA were included in this retrospective investigation to either an 18-NFC or 22-FC. In comparison to the 18-NFC, the 22-FC has three additional perforations for contrast agent dispersal proximal to the tip. We examined the two groups for differences in their average attenuation in the right and left ventricles (RV, LV) and in the atrium (RA, LA) as well as in the proximal right coronary artery (RCA) and the left main coronary artery (LM). The averages were calculated for both the 18-NFC and 22-FC., Results: Catheters were successfully placed on the first attempt 97% (36/37) for 18-NFC and 95% (35/37) for the 22-FC. The following enhancement levels were measured: 22-FC (in Hounsfield-Units (HU)): RV = 203±29, LV = 523±36, RA = 198±29, LA = 519±38, RCA = 547±26, LM = 562±25; 18-NFC: RV = 146±26, LV = 464±32, RA = 141±24, LA = 438±35, RCA = 501±23, LM = 523±23; RV (p = 0,03), LV (p = 0.12), RA (p = 0.02), LA (p = 0.04), RCA (p = 0.3), LM (p = 0.33)., Conclusion: No significant differences in attenuation levels as well as in image quality of the coronary arteries were found between NFC and FC. Nevertheless, the 22-gauge FC examinations showed significantly higher attenuation in the left and right atrium as well as the right ventricle. Patients with poor venous access may benefit from a smaller gauge catheter that can deliver sufficiently high flow rates for CCTA., Competing Interests: Dr. Schoenberg reports that the institute of clinical radiology and nuclear medicine has research agreements with Siemens Healthcare GmbH. Dr. Schoepf receives institutional research support from Astellas, Bayer, and Siemens. Dr. Schoepf has received consulting fees and or speaker honoraria from Bayer, Elucid BioImaging, GE, Guerbet, HeartFlow Inc., and Siemens. UMCG receives institutional research support from Siemens. The other authors have no conflict of interest to disclose. This does not alter our adherence to PLOS ONE policies on sharing data and materials.
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- 2020
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41. From infancy to adulthood-Developmental changes in pulmonary quantitative computed tomography parameters.
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Gawlitza J, Trinkmann F, Trudzinski F, Wilkens H, Bücker A, Stroeder J, and Fries P
- Subjects
- Adolescent, Adult, Child, Child, Preschool, Female, Humans, Infant, Lung anatomy & histology, Lung diagnostic imaging, Lung Diseases diagnostic imaging, Male, Organ Size, Retrospective Studies, Tomography, X-Ray Computed, Young Adult, Lung growth & development
- Abstract
Purpose: Quantified computed tomography (qCT) is known for correlations with airflow obstruction and fibrotic changes of the lung. However, as qCT studies often focus on diseased and elderly subjects, current literature lacks physiological qCT values during body development. We evaluated chest CT examinations of a healthy cohort, reaching from infancy to adulthood, to determine physiological qCT values and changes during body development., Method: Dose-optimized chest CT examinations performed over the last 3 years using a dual-source CT were retrospectively analysed. Exclusion criteria were age >30 years and any known or newly diagnosed lung pathology. Lung volume, mean lung density, full-width-at-half-maximum and low attenuated volume (LAV) were semi-automated quantified in 151 patients. qCT values between different age groups as well as unenhanced (Group 1) and contrast-enhanced (Group 2) protocols were compared. Models for projection of age-dependant changes in qCT values were fitted., Results: Significant differences in qCT parameters were found between the age groups from 0 to 15 years (p < 0.05). All parameters except LAV merge into a plateau level above this age as shown by polynomial models (r2 between 0.85 and 0.67). In group 2, this plateau phase is shifted back around five years. Except for the volume, significant differences in all qCT values were found between group 1 and 2 (p < 0.01)., Conclusion: qCT parameters underly a specific age-dependant dynamic. Except for LAV, qCT parameters reach a plateau around adolescence. Contrast-enhanced protocols seem to shift this plateau backwards., Competing Interests: The authors have declared that no competing interests exist.
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- 2020
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42. Artificial Intelligence-based Fully Automated Per Lobe Segmentation and Emphysema-quantification Based on Chest Computed Tomography Compared With Global Initiative for Chronic Obstructive Lung Disease Severity of Smokers.
- Author
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Fischer AM, Varga-Szemes A, Martin SS, Sperl JI, Sahbaee P, Neumann D, Gawlitza J, Henzler T, Johnson CM, Nance JW, Schoenberg SO, and Schoepf UJ
- Subjects
- Adult, Aged, Aged, 80 and over, Female, Humans, Lung diagnostic imaging, Male, Middle Aged, Pulmonary Disease, Chronic Obstructive complications, Pulmonary Emphysema complications, Radiography, Thoracic methods, Retrospective Studies, Severity of Illness Index, Young Adult, Artificial Intelligence, Pulmonary Disease, Chronic Obstructive diagnostic imaging, Pulmonary Emphysema diagnostic imaging, Radiographic Image Interpretation, Computer-Assisted methods, Smokers statistics & numerical data, Tomography, X-Ray Computed methods
- Abstract
Objectives: The objective of this study was to evaluate an artificial intelligence (AI)-based prototype algorithm for the fully automated per lobe segmentation and emphysema quantification (EQ) on chest-computed tomography as it compares to the Global Initiative for Chronic Obstructive Lung Disease (GOLD) severity classification of chronic obstructive pulmonary disease (COPD) patients., Methods: Patients (n=137) who underwent chest-computed tomography acquisition and spirometry within 6 months were retrospectively included in this Institutional Review Board-approved and Health Insurance Portability and Accountability Act-compliant study. Patient-specific spirometry data, which included forced expiratory volume in 1 second, forced vital capacity, and the forced expiratory volume in 1 second/forced vital capacity ratio (Tiffeneau-Index), were used to assign patients to their respective GOLD stage I to IV. Lung lobe segmentation was carried out using AI-RAD Companion software prototype (Siemens Healthineers), a deep convolution image-to-image network and emphysema was quantified in each lung lobe to detect the low attenuation volume., Results: A strong correlation between the whole-lung-EQ and the GOLD stages was found (ρ=0.88, P<0.0001). The most significant correlation was noted in the left upper lobe (ρ=0.85, P<0.0001), and the weakest in the left lower lobe (ρ=0.72, P<0.0001) and right middle lobe (ρ=0.72, P<0.0001)., Conclusions: AI-based per lobe segmentation and its EQ demonstrate a very strong correlation with the GOLD severity stages of COPD patients. Furthermore, the low attenuation volume of the left upper lobe not only showed the strongest correlation to GOLD severity but was also able to most clearly distinguish mild and moderate forms of COPD. This is particularly relevant due to the fact that early disease processes often elude conventional pulmonary function diagnostics. Earlier detection of COPD is a crucial element for positively altering the course of disease progression through various therapeutic options.
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- 2020
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43. Feasibility and clinical applications of multiple breath wash-out (MBW) testing using sulphur hexafluoride in adults with bronchial asthma.
- Author
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Trinkmann F, Lenz SA, Schäfer J, Gawlitza J, Schroeter M, Gradinger T, Akin I, Borggrefe M, Ganslandt T, and Saur J
- Subjects
- Adult, Aged, Asthma diagnosis, Asthma metabolism, Asthma physiopathology, Breath Tests methods, Feasibility Studies, Female, Humans, Lung metabolism, Male, Middle Aged, Respiration, Spirometry methods, Pulmonary Ventilation physiology, Respiratory Function Tests methods, Sulfur Hexafluoride metabolism
- Abstract
Ventilation heterogeneity is frequent in bronchial asthma and can be assessed using multiple breath wash-out testing (MBW). Most data is available in paediatric patients and using nitrogen as a tracer gas. We aimed to evaluate sulphur hexafluoride (SF
6 ) MBW in adult asthmatics. Spirometry, whole-body plethysmography, impulse oscillometry and SF6 -MBW were prospectively performed. MBW parameters reflecting global (lung clearance index, LCI), acinar (Sacin ) and conductive (Scond ) ventilation heterogeneity were derived from three consecutive wash-outs. LCI was calculated for the traditional 2.5% and an earlier 5% stopping point that has the potential to reduce wash-out times. 91 asthmatics (66%) and 47 non-asthmatic controls (34%) were included in final analysis. LCI2.5 and LCI5 were higher in asthmatics (p < 0.001). Likewise, Sacin and Scond were elevated (p < 0.001 and p < 0.01). Coefficient of variation was 3.4% for LCI2.5 and 3.5% for LCI5 in asthmatics. Forty-one asthmatic patients had normal spirometry. ROC analysis revealed an AUC of 0.906 for the differentiation from non-asthmatic controls exceeding diagnostic performance of individual and conventional parameters (AUC = 0.819, p < 0.05). SF6 -MBW is feasible and reproducible in adult asthmatics. Ventilation heterogeneity is increased as compared to non-asthmatic controls persisting in asthmatic patients with normal spirometry. Diagnostic performance is not affected using an earlier LCI stopping point while reducing wash-out duration considerably.- Published
- 2020
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44. Comparison of PI-RADS v1 and v2 for multiparametric MRI detection of prostate cancer with whole-mount histological workup as reference standard.
- Author
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Schaudinn A, Gawlitza J, Mucha S, Linder N, Franz T, Horn LC, Kahn T, and Busse H
- Subjects
- Aged, Humans, Image-Guided Biopsy, Magnetic Resonance Imaging methods, Male, Middle Aged, Neoplasm Grading, Observer Variation, Prostatectomy methods, Prostatic Neoplasms surgery, Reference Standards, Retrospective Studies, Seminal Vesicles pathology, Prostatic Neoplasms pathology
- Abstract
Purpose: The aim of this study was to compare Prostate Imaging Reporting and Data System (PI-RADS) versions v1 and v2 for the detection of prostate cancer (PCa) in multiparametric MRI (mpMRI) using whole-mount histological workup as reference standard., Material and Methods: MRI data of 40 patients with positive transrectal ultrasound-guided biopsy were analyzed retrospectively by two blinded readers (5 and 4 years' experience) with PI-RADS v1 and v2 for cancer-suspicious lesions. Prior to radical prostatectomy, patients had undergone IRB-approved mpMRI at 3 T according to PI-RADS recommendations: T2-weighted (T2w), diffusion-weighted (DWI) and dynamic contrast-enhanced (DCE) imaging. The reference standard was provided by whole-mount sections of the prostatectomy specimens. Versions v1 and v2 were compared with respect to sensitivity and positive predictive value (PPV) per lesion. Subgroups stratified by tumor location (peripheral vs. transition zone) and aggressiveness (high vs. low grade) were also analyzed. We also evaluated the concordance of the dominant MRI sequence in v2 (DWI or T2w) and the highest individual score under v1. Interobserver agreement for PI-RADS v1 and v2 was assessed by Cohen's kappa statistics., Results: Reader 1 (R1) described 66 and Reader 2 (R2) 72 MRI lesions. The average Gleason score of 58 PCa lesions was 6.5 (range: 6 = 3 + 3 to 8 = 4 + 4), most of them (65.5%) located in the peripheral zone. PI-RADS v2 showed a trend towards lower sensitivities, but differences were not significant for both readers: R1 72.4% (v1) vs. 63.8% (v2) (P = 0.426) and R2 77.6% (v1) vs. 69.0% (v2) (P = 0.402). The trends were more pronounced in the transition zone and for low-grade cancers but remained insignificant (p-values from 0.313 to 0.691). Likewise, the apparent PPV differences, overall as well as in each zone, were not significant. Agreement between high-score v1 and dominant v2 sequence was 48% for R1 and 53% for R2. Cohen's κ of PCa detection for two readers was 0.48 for both v1 and v2., Conclusion: Our findings indicate that the simplified, zone-specific approach of PI-RADS v2 (2015) for MRI assessment of prostate cancer may not necessarily be better than the original v1 criteria (2012). In specific cases, a strict interpretation of v2 criteria may even lead to false-negative findings. Therefore, the current PI-RADS criteria should be reconsidered, despite the low statistical evidence here., (Copyright © 2019 Elsevier B.V. All rights reserved.)
- Published
- 2019
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45. Predicting Pulmonary Function Testing from Quantified Computed Tomography Using Machine Learning Algorithms in Patients with COPD.
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Gawlitza J, Sturm T, Spohrer K, Henzler T, Akin I, Schönberg S, Borggrefe M, Haubenreisser H, and Trinkmann F
- Abstract
Introduction: Quantitative computed tomography (qCT) is an emergent technique for diagnostics and research in patients with chronic obstructive pulmonary disease (COPD). qCT parameters demonstrate a correlation with pulmonary function tests and symptoms. However, qCT only provides anatomical, not functional, information. We evaluated five distinct, partial-machine learning-based mathematical models to predict lung function parameters from qCT values in comparison with pulmonary function tests., Methods: 75 patients with diagnosed COPD underwent body plethysmography and a dose-optimized qCT examination on a third-generation, dual-source CT with inspiration and expiration. Delta values (inspiration-expiration) were calculated afterwards. Four parameters were quantified: mean lung density, lung volume low-attenuated volume, and full width at half maximum. Five models were evaluated for best prediction: average prediction, median prediction, k -nearest neighbours (kNN), gradient boosting, and multilayer perceptron., Results: The lowest mean relative error (MRE) was calculated for the kNN model with 16%. Similar low MREs were found for polynomial regression as well as gradient boosting-based prediction. Other models led to higher MREs and thereby worse predictive performance. Beyond the sole MRE, distinct differences in prediction performance, dependent on the initial dataset (expiration, inspiration, delta), were found., Conclusion: Different, partially machine learning-based models allow the prediction of lung function values from static qCT parameters within a reasonable margin of error. Therefore, qCT parameters may contain more information than we currently utilize and can potentially augment standard functional lung testing.
- Published
- 2019
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46. Small Airway Disease in Pulmonary Hypertension-Additional Diagnostic Value of Multiple Breath Washout and Impulse Oscillometry.
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Trinkmann F, Gawlitza J, Künstler M, Schäfer J, Schroeter M, Michels JD, Stach K, Dösch C, Saur J, Borggrefe M, and Akin I
- Abstract
Airways obstruction is frequent in patients with pulmonary hypertension (PH). Small airway disease (SAD) was identified as a major contributor to resistance and symptoms. However, it is easily missed using current diagnostic approaches. We aimed to evaluate more elaborate diagnostic tests such as impulse oscillometry (IOS) and SF₆-multiple-breath-washout (MBW) for the assessment of SAD in PH. Twenty-five PH patients undergoing body-plethysmography, IOS and MBW testing were prospectively included and equally matched to pulmonary healthy and non-healthy controls. Lung clearance index (LCI) and acinar ventilation heterogeneity (S
acin ) differed significantly between PH, healthy and non-healthy controls. Likewise, differences were found for all IOS parameters between PH and healthy, but not non-healthy controls. Transfer factor corrected for ventilated alveolar volume (TLCO/VA), frequency dependency of resistance (D5-20), resonance frequency (Fres ) and Sacin allowed complete differentiation between PH and healthy controls (AUC (area under the curve) = 1.0). Likewise, PH patients were separated from non-healthy controls (AUC 0.762) by D5-20, LCI and conductive ventilation heterogeneity (Scond ). Maximal expiratory flow (MEF) values were not associated with additional diagnostic values. MBW and IOS are feasible in PH patients both providing additional information. This can be used to discriminate PH from healthy and non-healthy controls. Therefore, further research targeting SAD in PH and evaluation of therapeutic implications is justified.- Published
- 2018
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47. Finding the right spot: Where to measure airway parameters in patients with COPD.
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Gawlitza J, Haubenreisser H, Henzler T, Akin I, Schönberg S, Borggrefe M, and Trinkmann F
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- Bronchi physiopathology, Exhalation, Humans, Lung physiopathology, Prospective Studies, Pulmonary Disease, Chronic Obstructive physiopathology, Respiratory Function Tests methods, Bronchi diagnostic imaging, Lung diagnostic imaging, Plethysmography, Pulmonary Disease, Chronic Obstructive diagnostic imaging, Tomography, X-Ray Computed methods
- Abstract
Purpose: The importance of spirometry for management of COPD was reduced in the 2017 revision of the GOLD report. CT derived airway measurements show strong correlations with lung function tests and symptoms. However, these correlations are specific to the airway localization, and currently there is no evidence for the ideal spot. Therefore, the aim of this prospective study was to systematically correlate CT derived airway measurements with extensive lung function testing., Methods and Materials: 65 patients with diagnosed COPD underwent body plethysmography, impulse oscillometry and dose optimized qCT examination (Somatom Force, Healthineers, Germany) in inspiration and expiration. Eight airway parameters (e.g. outer diameter, maximal wall thickness) were acquired for both scans in every lobe for the third to fifth generation bronchus and correlated with the lung function tests., Results: The most significant correlations between airway parameters were found for the third generation bronchus of the upper left lobe during expiration (25 out of 48 correlation pairs, mean r = -0.39) and for the third generation bronchus of the upper right lobe during inspiration (9 out of 48 correlation pairs, mean r = -0.25). No significant correlations were for example found for the upper right lobe in expiration., Conclusion: Correlations between airway parameters and lung function tests vary widely between lobes, bronchus generations and breathing states. Our work suggests that the third generation bronchus of the upper left lobe in expiration could be the preferred localization for airway quantification in future studies., (Copyright © 2018 Elsevier B.V. All rights reserved.)
- Published
- 2018
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48. Time to Exhale: Additional Value of Expiratory Chest CT in Chronic Obstructive Pulmonary Disease.
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Gawlitza J, Trinkmann F, Scheffel H, Fischer A, Nance JW, Henzler C, Vogler N, Saur J, Akin I, Borggrefe M, Schoenberg SO, and Henzler T
- Subjects
- Adult, Aged, Aged, 80 and over, Female, Humans, Inhalation, Lung physiopathology, Male, Middle Aged, Plethysmography, Whole Body, Prospective Studies, Pulmonary Disease, Chronic Obstructive physiopathology, Spirometry, Exhalation, Lung diagnostic imaging, Pulmonary Disease, Chronic Obstructive diagnostic imaging, Tomography, X-Ray Computed methods
- Abstract
Objectives: Diagnostic guidelines for chronic obstructive pulmonary disease (COPD) are based on spirometry and clinical criteria. However, this does not address the pathophysiological complexity of the disease sufficiently. Until now, inspiratory chest computed tomography (CT) has been considered as the preferred imaging method in these patients. We hypothesized that expiratory CT may be superior to demonstrate pathophysiological changes. The aim of this prospective study was to systematically compare lung function tests with quantified CT parameters in inspiration and expiration., Materials and Methods: Forty-six patients with diagnosed COPD underwent spirometry, body plethysmography, and dose-optimized CT in maximal inspiration and expiration. Four quantified CT parameters were acquired in inspiration, expiration, and their calculated delta values. These parameters were correlated with seven established lung function parameters., Results: For inspiratory scans, a weak-to-moderate correlation with the lung function parameters was found. These correlations significantly improved when adding the expiratory scan ( p < 0.05). Moreover, some parameters showed a significant correlation only in expiratory datasets. Calculated delta values showed even stronger correlation with lung function testing., Conclusions: Expiratory quantified CT and calculated delta values significantly improve the correlation with lung function parameters. Thus, an additional expiratory CT may improve image-based phenotyping of patients with COPD.
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- 2018
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49. Impact of the use of an endorectal coil for 3 T prostate MRI on image quality and cancer detection rate.
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Gawlitza J, Reiss-Zimmermann M, Thörmer G, Schaudinn A, Linder N, Garnov N, Horn LC, Minh DH, Ganzer R, Stolzenburg JU, Kahn T, Moche M, and Busse H
- Subjects
- Aged, Humans, Image Processing, Computer-Assisted, Image-Guided Biopsy, Male, Middle Aged, Neoplasm Grading, Neoplasm Staging, Prostatic Neoplasms pathology, Sensitivity and Specificity, Diffusion Magnetic Resonance Imaging methods, Diffusion Magnetic Resonance Imaging standards, Prostatic Neoplasms diagnostic imaging
- Abstract
This work aims to assess the impact of an additional endorectal coil on image quality and cancer detection rate within the same patients. At a single academic medical center, this transversal study included 41 men who underwent T2- and diffusion-weighted imaging at 3 T using surface coils only or in combination with an endorectal coil in the same session. Two blinded readers (A and B) randomly evaluated all image data in separate sessions. Image quality with respect to localization and staging was rated on a five-point scale. Lesions were classified according to their prostate imaging reporting and data system (PIRADS) score version 1. Standard of reference was provided by whole-mount step-section analysis. Mean image quality scores averaged over all localization-related items were significantly higher with additional endorectal coil for both readers (p < 0.001), corresponding staging-related items were only higher for reader B (p < 0.001). With an endorectal coil, the rate of correctly detecting cancer per patient was significantly higher for reader B (p < 0.001) but not for reader A (p = 0.219). The numbers of histologically confirmed tumor lesions were rather similar for both settings. The subjectively rated 3-T image quality was improved with an endorectal coil. In terms of diagnostic performance, the use of an additional endorectal coil was not superior., Competing Interests: The authors declare no competing financial interests.
- Published
- 2017
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50. Image quality of mean temporal arterial and mean temporal portal venous phase images calculated from low dose dynamic volume perfusion CT datasets in patients with hepatocellular carcinoma and pancreatic cancer.
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Wang X, Henzler T, Gawlitza J, Diehl S, Wilhelm T, Schoenberg SO, Jin ZY, Xue HD, and Smakic A
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- Aged, Carcinoma, Hepatocellular pathology, Contrast Media, Female, Humans, Liver Neoplasms pathology, Male, Pancreatic Neoplasms pathology, Perfusion, Radiation Dosage, Reproducibility of Results, Sensitivity and Specificity, Carcinoma, Hepatocellular diagnostic imaging, Cone-Beam Computed Tomography, Liver Neoplasms diagnostic imaging, Pancreatic Neoplasms diagnostic imaging, Radiographic Image Interpretation, Computer-Assisted
- Abstract
Purpose: Dynamic volume perfusion CT (dVPCT) provides valuable information on tissue perfusion in patients with hepatocellular carcinoma (HCC) and pancreatic cancer. However, currently dVPCT is often performed in addition to conventional CT acquisitions due to the limited morphologic image quality of dose optimized dVPCT protocols. The aim of this study was to prospectively compare objective and subjective image quality, lesion detectability and radiation dose between mean temporal arterial (mTA) and mean temporal portal venous (mTPV) images calculated from low dose dynamic volume perfusion CT (dVPCT) datasets with linearly blended 120-kVp arterial and portal venous datasets in patients with HCC and pancreatic cancer., Materials and Methods: All patients gave written informed consent for this institutional review board-approved HIPAA compliant study. 27 consecutive patients (18 men, 9 women, mean age, 69.1 years±9.4) with histologically proven HCC or suspected pancreatic cancer were prospectively enrolled. The study CT protocol included a dVPCT protocol performed with 70 or 80kVp tube voltage (18 spiral acquisitions, 71.2s total acquisition times) and standard dual-energy (90/150kVpSn) arterial and portal venous acquisition performed 25min after the dVPCT. The mTA and mTPV images were manually reconstructed from the 3 to 5 best visually selected single arterial and 3 to 5 best single portal venous phases dVPCT dataset. The linearly blended 120-kVp images were calculated from dual-energy CT (DECT) raw data. Image noise, SNR, and CNR of the liver, abdominal aorta (AA) and main portal vein (PV) were compared between the mTA/mTPV and the linearly blended 120-kVp dual-energy arterial and portal venous datasets, respectively. Subjective image quality was evaluated by two radiologists regarding subjective image noise, sharpness and overall diagnostic image quality using a 5-point Likert Scale. In addition, liver lesion detectability was performed for each liver segment by the two radiologists using the linearly blended120-kVp arterial and portal venous datasets as the reference standard., Results: Image noise, SNR and CNR values of the mTA and mTPV were significantly higher when compared to the corresponding linearly blended arterial and portal venous 120-kVp datasets (all p<0.001) except for image noise within the PV in the portal venous phases (p=0.136)., Objective: image quality of mTA and mTPV were rated significantly better when compared to the linearly blended 120-kVp arterial and portal venous datasets. Both readers were able to detect all liver lesions found on the linearly blended 120-kVp arterial and portal venous datasets using the mTA and mTPV datasets. The effective radiation dose of the dVPCT was 27.6mSv for the 80kVp protocol and 14.5mSv for the 70kVp protocol. The mean effective radiation dose for the linearly blended 120-kVp arterial and portal venous CT protocol together of the upper abdomen was 5.60mSv±1.48mSv., Conclusion: Our preliminary data suggest that subjective and objective image quality of mTA and mTPV datasets calculated from low-kVp dVPCT datasets is non-inferior when compared to linearly blended 120-kVp arterial and portal venous acquisitions in patients with HCC and pancreatic cancer. Thus, dVPCT could be used as a stand-alone imaging technique without additionally performed conventional arterial and portal venous CT acquisitions., (Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2016
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