Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge A Lalande, Z Chen, T Pommier, T Decourselle, A Qayyum, M Salomon, ... Medical Image Analysis 79, 102428, 2022 | 38 | 2022 |
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography-the CADA 2020 challenge M Ivantsits, L Goubergrits, JM Kuhnigk, M Huellebrand, J Bruening, ... Medical image analysis 77, 102333, 2022 | 15 | 2022 |
Deep-learning-based myocardial pathology detection M Ivantsits, M Huellebrand, S Kelle, SO Schönberg, T Kuehne, ... Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021 | 7 | 2021 |
Comparison of a hybrid mixture model and a cnn for the segmentation of myocardial pathologies in delayed enhancement MRI M Huellebrand, M Ivantsits, H Zhang, P Kohlmann, JM Kuhnigk, T Kuehne, ... Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC …, 2021 | 7 | 2021 |
A collaborative approach for the development and application of machine learning solutions for CMR-based cardiac disease classification M Huellebrand, M Ivantsits, L Tautz, S Kelle, A Hennemuth Frontiers in Cardiovascular Medicine 9, 829512, 2022 | 5 | 2022 |
Cerebral Aneurysm Detection and Analysis A Hennemuth, L Goubergrits, M Ivantsits, JM Kuhnigk Springer International Publishing, 2021 | 4 | 2021 |
Cardiac radiomics: an interactive approach for 4D data exploration L Tautz, H Zhang, M Hüllebrand, M Ivantsits, S Kelle, T Kuehne, V Falk, ... Current Directions in Biomedical Engineering 6 (1), 20200008, 2020 | 4 | 2020 |
Intracranial aneurysm rupture risk estimation utilizing vessel-graphs and machine learning M Ivantsits, M Huellebrand, S Kelle, T Kuehne, A Hennemuth Cerebral Aneurysm Detection and Analysis: First Challenge, CADA 2020, Held …, 2021 | 3 | 2021 |
Cerebral aneurysm detection and analysis challenge 2020 (CADA) M Ivantsits, L Goubergrits, JM Kuhnigk, M Huellebrand, J Brüning, ... Cerebral Aneurysm Detection and Analysis: First Challenge, CADA 2020, Held …, 2021 | 2 | 2021 |
Deep Learning-Based 3D U-Net Cerebral Aneurysm Detection M Ivantsits, JM Kuhnigk, M Huellebrand, T Kuehne, A Hennemuth Cerebral Aneurysm Detection and Analysis: First Challenge, CADA 2020, Held …, 2021 | 2 | 2021 |
Radiomics-based aortic flow profile characterization with 4D phase-contrast MRI M Huellebrand, L Jarmatz, C Manini, A Laube, M Ivantsits, ... Frontiers in Cardiovascular Medicine 10, 1102502, 2023 | 1 | 2023 |
3D mitral valve surface reconstruction from 3D TEE via graph neural networks M Ivantsits, B Pfahringer, M Huellebrand, L Walczak, L Tautz, ... International Workshop on Statistical Atlases and Computational Models of …, 2022 | 1 | 2022 |
Intracranial Aneurysm Rupture Prediction with Computational Fluid Dynamics Point Clouds M Ivantsits, L Goubergrits, J Brüning, A Spuler, A Hennemuth Cerebral Aneurysm Detection and Analysis: First Challenge, CADA 2020, Held …, 2021 | 1 | 2021 |
DL-based segmentation of endoscopic scenes for mitral valve repair M Ivantsits, L Tautz, S Sündermann, I Wamala, J Kempfert, T Kuehne, ... Current Directions in Biomedical Engineering 6 (1), 20200017, 2020 | 1 | 2020 |
Learning 3D aortic root assessment based on sparse annotations J Brosig, N Krüger, I Wamala, M Ivantsits, S Sündermann, J Kempfert, ... Medical Imaging 2024: Computer-Aided Diagnosis 12927, 424-435, 2024 | | 2024 |
Deep Learning-Based Pulmonary Artery Surface Mesh Generation N Krüger, J Brüning, L Goubergrits, M Ivantsits, L Walczak, V Falk, ... International Workshop on Statistical Atlases and Computational Models of …, 2023 | | 2023 |
Matching Endoscopic 3D Image Data with 4D Echocardiographic Data for Extended Reality Support in Mitral Valve Repair Surgery J Welz, M Ivantsits, I Wamala, J Kempfert, S Sündermann, V Falk, ... BVM Workshop, 300-305, 2023 | | 2023 |
Correction to: Cerebral Aneurysm Detection and Analysis A Hennemuth, L Goubergrits, M Ivantsits, JM Kuhnigk International workshop on Cerebral Aneurysm Detection, C1-C1, 2020 | | 2020 |