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Publication search results
found 12 matches
- 2022
- Sofie Tilborghs, Jan Bogaert, Frederik Maes:
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI. Medical Image Anal. 81: 102533 (2022) - Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes:
The Dice Loss in the Context of Missing or Empty Labels: Introducing $\varPhi $ and ε. MICCAI (5) 2022: 527-537 - Sofie Tilborghs, Jan Bogaert, Frederik Maes:
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI. CoRR abs/2203.01089 (2022) - Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes:
The Dice loss in the context of missing or empty labels: Introducing Φ and ε. CoRR abs/2207.09521 (2022) - 2020
- Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes:
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters. M&Ms and EMIDEC/STACOM@MICCAI 2020: 127-136 - Sofie Tilborghs, Ine Dirks, Lucas Fidon, Siri Willems, Tom Eelbode, Jeroen Bertels, Bart Ilsen, Arne Brys, Adriana Dubbeldam, Nico Buls, Panagiotis Gonidakis, Sebastián Amador Sánchez, Annemiek Snoeckx, Paul M. Parizel, Johan de Mey, Dirk Vandermeulen, Tom Vercauteren, David Robben, Dirk Smeets, Frederik Maes, Jef Vandemeulebroucke, Paul Suetens:
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients. CoRR abs/2007.15546 (2020) - Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes:
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters. CoRR abs/2010.08952 (2020) - Abel Díaz Berenguer, Hichem Sahli, Boris Joukovsky, Maryna Kvasnytsia, Ine Dirks, Mitchel Alioscha-Pérez, Nikos Deligiannis, Panagiotis Gonidakis, Sebastián Amador Sánchez, Redona Brahimetaj, Evgenia Papavasileiou, Jonathan Cheung-Wai Chan, Fei Li, Shangzhen Song, Yixin Yang, Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Lucas Fidon, Tom Vercauteren, David Robben, Arne Brys, Dirk Smeets, Bart Ilsen, Nico Buls, Nina Watté, Johan de Mey, Annemiek Snoeckx, Paul M. Parizel, Julien Guiot, Louis Deprez, Paul Meunier, Stefaan Gryspeerdt, Kristof De Smet, Bart Jansen, Jef Vandemeulebroucke:
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. CoRR abs/2011.11719 (2020) - 2019
- Sofie Tilborghs, Tom Dresselaers, Piet Claus, Guido Claessen, Jan Bogaert, Frederik Maes, Paul Suetens:
Robust motion correction for cardiac T1 and ECV mapping using a T1 relaxation model approach. Medical Image Anal. 52: 212-227 (2019) - Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes:
3D Left Ventricular Segmentation from 2D Cardiac MR Images Using Spatial Context. STACOM@MICCAI 2019: 90-99 - Sofie Tilborghs, Frederik Maes:
Left Ventricular Parameter Regression from Deep Feature Maps of a Jointly Trained Segmentation CNN. STACOM@MICCAI 2019: 395-404 - 2017
- Sofie Tilborghs, Tom Dresselaers, Piet Claus, Guido Claessen, Jan Bogaert, Frederik Maes, Paul Suetens:
Robust Model-Based Registration of Cardiac MR Images for T1 and ECV Mapping. FIMH 2017: 42-50
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