Robust Model-Based Registration of Cardiac MR Images for T1 and ECV Mapping. - Sofie Tilborghs; Tom Dresselaers; Piet Claus; Guido Claessen; Jan Bogaert; Frederik Maes; Paul Suetens (FIMH, 2017)

3D Left Ventricular Segmentation from 2D Cardiac MR Images Using Spatial Context. - Sofie Tilborghs; Tom Dresselaers; Piet Claus; Jan Bogaert; Frederik Maes (STACOM@MICCAI, 2019)

Left Ventricular Parameter Regression from Deep Feature Maps of a Jointly Trained Segmentation CNN. - Sofie Tilborghs; Frederik Maes (STACOM@MICCAI, 2019)

Robust motion correction for cardiac T1 and ECV mapping using a T1 relaxation model approach. - Sofie Tilborghs; Tom Dresselaers; Piet Claus; Guido Claessen; Jan Bogaert; Frederik Maes; Paul Suetens (Medical Image Anal., 2019)

Shape Constrained CNN for Cardiac MR Segmentation with Simultaneous Prediction of Shape and Pose Parameters. - Sofie Tilborghs; Tom Dresselaers; Piet Claus; Jan Bogaert; Frederik Maes (M&Ms and EMIDEC/STACOM@MICCAI, 2020)

Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients. - 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; et al. (CoRR, 2020)

Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging. - 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; et al. (CoRR, 2020)

The Dice Loss in the Context of Missing or Empty Labels: Introducing $ varPhi $ and ε. - Sofie Tilborghs; Jeroen Bertels; David Robben; Dirk Vandermeulen; Frederik Maes (MICCAI (5), 2022)

The Dice loss in the context of missing or empty labels: Introducing Φ and ε. - Sofie Tilborghs; Jeroen Bertels; David Robben; Dirk Vandermeulen; Frederik Maes (CoRR, 2022)

Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI. - Sofie Tilborghs; Jan Bogaert; Frederik Maes (Medical Image Anal., 2022)