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Tom Eelbode
Tom Eelbode
Post-doc researcher, KU Leuven
Verified email at kuleuven.be
Title
Cited by
Cited by
Year
Optimizing the dice score and jaccard index for medical image segmentation: Theory and practice
J Bertels, T Eelbode, M Berman, D Vandermeulen, F Maes, R Bisschops, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
3442019
Optimization for medical image segmentation: theory and practice when evaluating with dice score or jaccard index
T Eelbode, J Bertels, M Berman, D Vandermeulen, F Maes, R Bisschops, ...
IEEE transactions on medical imaging 39 (11), 3679-3690, 2020
2872020
Automatic, computer-aided determination of endoscopic and histological inflammation in patients with mild to moderate ulcerative colitis based on red density
P Bossuyt, H Nakase, S Vermeire, G de Hertogh, T Eelbode, M Ferrante, ...
Gut 69 (10), 1778-1786, 2020
982020
Expected value of artificial intelligence in gastrointestinal endoscopy: European Society of Gastrointestinal Endoscopy (ESGE) Position Statement
H Messmann, R Bisschops, G Antonelli, D Libānio, P Sinonquel, ...
Endoscopy 54 (12), 1211-1231, 2022
582022
Establishing key research questions for the implementation of artificial intelligence in colonoscopy: a modified Delphi method
OF Ahmad, Y Mori, M Misawa, S Kudo, JT Anderson, J Bernal, TM Berzin, ...
Endoscopy 53 (09), 893-901, 2021
492021
Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients
S Tilborghs, I Dirks, L Fidon, S Willems, T Eelbode, J Bertels, B Ilsen, ...
arXiv preprint arXiv:2007.15546, 2020
272020
Artificial intelligence and its impact on quality improvement in upper and lower gastrointestinal endoscopy
P Sinonquel, T Eelbode, P Bossuyt, F Maes, R Bisschops
Digestive Endoscopy 33 (2), 242-253, 2021
262021
Pitfalls in training and validation of deep learning systems
T Eelbode, P Sinonquel, F Maes, R Bisschops
Best Practice & Research Clinical Gastroenterology 52, 101712, 2021
202021
Computer-aided diagnosis with monochromatic light endoscopy for scoring histologic remission in ulcerative colitis
P Bossuyt, G De Hertogh, T Eelbode, S Vermeire, R Bisschops
Gastroenterology 160 (1), 23-25, 2021
202021
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019
J Bertels, T Eelbode, M Berman, D Vandermeulen, F Maes, R Bisschops, ...
Lect Notes Comput Sc 10, 978-3, 2019
132019
Real-time unblinding for validation of a new CADe tool for colorectal polyp detection
P Sinonquel, T Eelbode, C Hassan, G Antonelli, F Filosofi, H Neumann, ...
Gut 70 (4), 641-643, 2021
122021
Explainable-by-design semi-supervised representation learning for covid-19 diagnosis from ct imaging
AD Berenguer, H Sahli, B Joukovsky, M Kvasnytsia, I Dirks, ...
arXiv preprint arXiv:2011.11719, 2020
102020
Tu1931 incorporation of temporal information in a deep neural network improves performance level for automated polyp detection and delineation
T Eelbode, I Demedts, R Bisschops, P Roelandt, C Hassan, E Coron, ...
Gastrointestinal Endoscopy 89 (6), AB618-AB619, 2019
62019
Sa2012 automated polyp size estimation with deep learning reduces interobserver variability
J Suykens, T Eelbode, J Daenen, P Suetens, F Maes, R Bisschops
Gastrointestinal Endoscopy 91 (6), AB241-AB242, 2020
32020
Mucosal capillary pattern recognition with real-time computer-based image analysis detects histological remission in ulcerative colitis
P Bossuyt, G De Hertogh, T Eelbode, S Vermeire, R Bisschops
Endoscopy 52 (S 01), OP39, 2020
22020
Tu1959 BLI and LCI improve polyp detection and delineation accuracy for deep learning networks
T Eelbode, C Hassan, I Demedts, P Roelandt, E Coron, P Bhandari, ...
Gastrointestinal Endoscopy 89 (6), AB632, 2019
22019
Convolutional lstm
T Eelbode, P Sinonquel, R Bisschops, F Maes
Computer-Aided Analysis of Gastrointestinal Videos, 121-126, 2021
12021
P269 Mucosal capillary pattern recognition based on real-time computer-aided image analysis adequately detects histological remission in ulcerative colitis
P Bossuyt, G De Hertogh, T Eelbode, S Vermeire, R Bisschops
Journal of Crohn's and Colitis 14 (Supplement_1), S284-S285, 2020
12020
Who benefits from presurgical endoscopic diagnosis: the patient or the surgeon?
C Hassan, T Eelbode, R Bisschops
Endoscopy International Open 7 (11), E1540-E1541, 2019
12019
Equivalence between low adenoma detection and high miss rates: Is AI the ultimate response?
C Hassan, T Eelbode, R Bisschops
Endoscopy International Open 7 (11), E1355-E1356, 2019
12019
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Articles 1–20