| Body composition analysis using CT and MRI: intra-individual intermodal comparison of muscle mass and myosteatosis A Faron, AM Sprinkart, DLR Kuetting, A Feisst, A Isaak, C Endler, J Chang, ... Scientific reports 10 (1), 11765, 2020 | 76 | 2020 |
| Fully automated segmentation of connective tissue compartments for CT-based body composition analysis: a deep learning approach S Nowak, A Faron, JA Luetkens, HL Geißler, M Praktiknjo, W Block, ... Investigative radiology 55 (6), 357-366, 2020 | 48 | 2020 |
| Detection of liver cirrhosis in standard T2-weighted MRI using deep transfer learning S Nowak, N Mesropyan, A Faron, W Block, M Reuter, UI Attenberger, ... European radiology 31 (11), 8807-8815, 2021 | 26 | 2021 |
| End-to-end automated body composition analyses with integrated quality control for opportunistic assessment of sarcopenia in CT S Nowak, M Theis, BD Wichtmann, A Faron, MF Froelich, F Tollens, ... European Radiology, 1-10, 2021 | 25 | 2021 |
| Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI JA Luetkens, S Nowak, N Mesropyan, W Block, M Praktiknjo, J Chang, ... Scientific reports 12 (1), 8297, 2022 | 16 | 2022 |
| Deep learning-based body composition analysis predicts outcome in melanoma patients treated with immune checkpoint inhibitors A Faron, NS Opheys, S Nowak, AM Sprinkart, A Isaak, M Theis, ... Diagnostics 11 (12), 2314, 2021 | 14 | 2021 |
| Transformer-based structuring of free-text radiology report databases S Nowak, D Biesner, YC Layer, M Theis, H Schneider, W Block, B Wulff, ... European Radiology 33 (6), 4228-4236, 2023 | 12 | 2023 |
| Deep learning enables automated MRI-based estimation of uterine volume also in patients with uterine fibroids undergoing high-intensity focused ultrasound therapy M Theis, T Tonguc, O Savchenko, S Nowak, W Block, F Recker, M Essler, ... Insights into Imaging 14 (1), 1, 2023 | 6 | 2023 |
| Improving Intensive Care Chest X-Ray Classification by Transfer Learning and Automatic Label Generation. H Schneider, D Biesner, S Nowak, YC Layer, M Theis, W Block, B Wulff, ... ESANN, 2022 | 5 | 2022 |
| Deep learning–based assessment of CT markers of sarcopenia and myosteatosis for outcome assessment in patients with advanced pancreatic cancer after high-intensity focused … S Nowak, C Kloth, M Theis, M Marinova, UI Attenberger, AM Sprinkart, ... European Radiology 34 (1), 279-286, 2024 | 4 | 2024 |
| Deep learning for standardized, MRI-based quantification of subcutaneous and subfascial tissue volume for patients with lipedema and lymphedema S Nowak, A Henkel, M Theis, J Luetkens, S Geiger, AM Sprinkart, ... European Radiology 33 (2), 884-892, 2023 | 2 | 2023 |
| Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers S Nowak, H Schneider, YC Layer, M Theis, D Biesner, W Block, B Wulff, ... European Radiology, 1-10, 2023 | 1 | 2023 |
| Myosteatosis independently predicts transplant-free survival in patients with primary sclerosing cholangitis M Praktiknjo, T Zhou, M Krüsken, T Jacob, AM Sprinkart, S Nowak, ... Digestive and Liver Disease 55 (11), 1543-1547, 2023 | 1 | 2023 |
| Symmetry-aware siamese network: Exploiting pathological asymmetry for chest x-ray analysis H Schneider, EC Yildiz, D Biesner, YC Layer, B Wulff, S Nowak, M Theis, ... International Conference on Artificial Neural Networks, 165-176, 2023 | 1 | 2023 |
| Synchronization and Alignment of Follow-up Examinations: a Practical and Educational Approach Using the DICOM Reference Coordinate System S Nowak, AM Sprinkart Journal of Digital Imaging 32 (1), 68-74, 2019 | 1 | 2019 |
| Generative Pre-trained Transformer 4 makes cardiovascular magnetic resonance reports easy to understand B Salam, D Kravchenko, S Nowak, AM Sprinkart, L Weinhold, A Odenthal, ... Journal of Cardiovascular Magnetic Resonance 26 (1), 101035, 2024 | | 2024 |
| Deep Learning basierte Erstellung virtuell konstrastmittelverstärkter T1-Maps zur automatisierten Berechnung des Extrazellularvolumens in der kardialen MRT L Bischoff, S Nowak, A Isaak, M Theis, W Block, U Attenberger, ... RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden …, 2024 | | 2024 |
| Chatgpt Makes Cardiovascular MRI Reports Easy-to-understand: A Feasibility Study B Salam, D Kravchenko, N Mesropyan, A Odenthal, S Nowak, ... Journal of Cardiovascular Magnetic Resonance 26, 2024 | | 2024 |
| CT-derived Epicardial Adipose Tissue Inflammation Predicts Outcome in Patients Undergoing Transcatheter Aortic Valve Replacement B Salam, B Al-Kassou, L Weinhold, AM Sprinkart, S Nowak, M Theis, ... Journal of Thoracic Imaging, 10.1097, 2024 | | 2024 |
| 3D-Volumetric Shunt Measurement for Detection of High-Risk Esophageal Varices in Liver Cirrhosis K Glückert, A Decker, JA Meier, S Nowak, F Sanoubara, J Gödiker, ... Journal of Clinical Medicine 13 (9), 2678, 2024 | | 2024 |
