Researcher
Sofie Tilborghs
- Disciplines:Artificial intelligence, Multimedia processing, Biological system engineering, Signal processing, Other computer engineering, information technology and mathematical engineering, Medical imaging and therapy
Affiliations
- Processing Speech and Images (PSI) (Division)
Member
From1 Aug 2020 → 31 Dec 2022 - ESAT - PSI, Processing Speech and Images (Division)
Member
From1 Oct 2016 → 31 Jul 2020
Projects
1 - 1 of 1
- Joint model-based registration and segmentation strategies for integrated quantitative analysis of cardiac MRI sequencesFrom27 Sep 2016 → 31 Dec 2021Funding: FWO fellowships
Publications
1 - 10 of 11
- Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI(2022)
Authors: Sofie Tilborghs, Jan Bogaert, Frederik Maes
- The Dice loss in the context of missing or empty labels: introducing phi and epsilon(2022)
Authors: Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes
Pages: 527 - 537Number of pages: 11 - Model-based Strategies for Joint Analysis of Multi-Parametric Cardiac MRI Sequences(2021)
Authors: Sofie Tilborghs, Frederik Maes
- Shape constrained CNN for cardiac MR segmentation with simultaneous prediction of shape and pose parameters(2021)
Authors: Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes
Pages: 127 - 136 - 3D left ventricular segmentation from 2D cardiac MR images using spatial context(2020)
Authors: Sofie Tilborghs, Tom Dresselaers, Piet Claus, Jan Bogaert, Frederik Maes
Pages: 90 - 99 - Left ventricular parameter regression from deep feature maps of a jointly trained segmentation CNN(2020)
Authors: Sofie Tilborghs, Frederik Maes
Pages: 395 - 404 - Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients.(2020)
Authors: Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Tom Vercauteren, David Robben, Frederik Maes, Paul Suetens
- Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging.(2020)
Authors: Sofie Tilborghs, Siri Willems, Tom Eelbode, Jeroen Bertels, Dirk Vandermeulen, Frederik Maes, Paul Suetens, Tom Vercauteren, David Robben
- Robust motion correction for cardiac T1 and ECV mapping using a T1 relaxation model approach(2019)
Authors: Sofie Tilborghs, Tom Dresselaers, Piet Claus, Guido Claessen, Jan Bogaert, Frederik Maes, Paul Suetens
Pages: 212 - 227 - Imaging ischemic and reperfusion injury in acute myocardial infarction. Putting the pieces together with CMR(2017)
Authors: Jan Bogaert, Pedro Morais, Sofie Tilborghs, Frederik Maes, Tom Dresselaers
Pages: 1520 - 1523