Sofie Tilborghs

12 papers Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI.
CoRR
Sofie Tilborghs, Jan Bogaert, Frederik Maes
2022 J jnl
Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI.
Medical Image Anal.
Sofie Tilborghs, Jan Bogaert, Frederik Maes
2022 — conf
The Dice Loss in the Context of Missing or Empty Labels: Introducing $\varPhi $ and ε.
MICCAI (5)
Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes
2022 J jnl
The Dice loss in the context of missing or empty labels: Introducing Φ and ε.
CoRR
Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes
2020 J jnl
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients.
CoRR
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
2020 J jnl
Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging.
CoRR
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
2020 — conf
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters.
M&Ms and EMIDEC/STACOM@MICCAI
Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes
2020 J jnl
Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters.
CoRR
Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes
2019 — conf
3D Left Ventricular Segmentation from 2D Cardiac MR Images Using Spatial Context.
STACOM@MICCAI
Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes
2019 — conf
Left Ventricular Parameter Regression from Deep Feature Maps of a Jointly Trained Segmentation CNN.
STACOM@MICCAI
Sofie Tilborghs, Frederik Maes
2019 J jnl
Robust motion correction for cardiac T1 and ECV mapping using a T1 relaxation model approach.
Medical Image Anal.
Sofie Tilborghs, Tom Dresselaers, Piet Claus, Guido Claessen, Jan Bogaert, Frederik Maes, Paul Suetens
2017 — conf
Robust Model-Based Registration of Cardiac MR Images for T1 and ECV Mapping.
FIMH
Sofie Tilborghs, Tom Dresselaers, Piet Claus, Guido Claessen, Jan Bogaert, Frederik Maes, Paul Suetens