Tal Arbel
Tal Arbel
Professor of Electrical & Computer Engineering, McGill University
Verified email at cim.mcgill.ca - Homepage
TitleCited byYear
The multimodal brain tumor image segmentation benchmark (BRATS)
BH Menze, A Jakab, S Bauer, J Kalpathy-Cramer, K Farahani, J Kirby, ...
IEEE transactions on medical imaging 34 (10), 1993-2024, 2014
13722014
Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge
K Murphy, B Van Ginneken, JM Reinhardt, S Kabus, K Ding, X Deng, ...
IEEE transactions on medical imaging 30 (11), 1901-1920, 2011
3692011
Detection, localization, and sex classification of faces from arbitrary viewpoints and under occlusion
M Toews, T Arbel
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (9), 1567-1581, 2008
1212008
Feature-based morphometry: Discovering group-related anatomical patterns
M Toews, W Wells III, DL Collins, T Arbel
NeuroImage 49 (3), 2318-2327, 2010
1172010
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
1082018
Viewpoint selection by navigation through entropy maps
T Arbel, FP Ferrie
Proceedings of the Seventh IEEE International Conference on Computer Vision …, 1999
1081999
Evaluating intensity normalization on MRIs of human brain with multiple sclerosis
M Shah, Y Xiao, N Subbanna, S Francis, DL Arnold, DL Collins, T Arbel
Medical image analysis 15 (2), 267-282, 2011
982011
Longitudinal multiple sclerosis lesion segmentation: resource and challenge
A Carass, S Roy, A Jog, JL Cuzzocreo, E Magrath, A Gherman, J Button, ...
NeuroImage 148, 77-102, 2017
872017
Entropy-based gaze planning
T Arbel, FP Ferrie
Image and vision computing 19 (11), 779-786, 2001
822001
Multi-modal image registration based on gradient orientations of minimal uncertainty
D De Nigris, DL Collins, T Arbel
IEEE transactions on medical imaging 31 (12), 2343-2354, 2012
702012
Automatic non-linear MRI-ultrasound registration for the correction of intra-operative brain deformations
T Arbel, T Arbel, X Morandi, RM Comeau, DL Collins
Computer Aided Surgery 9 (4), 123-136, 2004
642004
Hierarchical probabilistic Gabor and MRF segmentation of brain tumours in MRI volumes
NK Subbanna, D Precup, DL Collins, T Arbel
International Conference on Medical Image Computing and Computer-Assisted …, 2013
542013
A statistical parts-based model of anatomical variability
M Toews, T Arbel
IEEE Transactions on Medical Imaging 26 (4), 497-508, 2007
502007
Efficient discriminant viewpoint selection for active bayesian recognition
C Laporte, T Arbel
International Journal of Computer Vision 68 (3), 267-287, 2006
502006
Automatic non-linear MRI-ultrasound registration for the correction of intra-operative brain deformations
T Arbel, X Morandi, RM Comeau, DL Collins
International Conference on Medical Image Computing and Computer-Assisted …, 2001
502001
Exploring uncertainty measures in deep networks for multiple sclerosis lesion detection and segmentation
T Nair, D Precup, DL Arnold, T Arbel
Medical image analysis 59, 101557, 2020
462020
Gender classification from unconstrained video sequences
M Demirkus, M Toews, JJ Clark, T Arbel
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
452010
Temporally consistent probabilistic detection of new multiple sclerosis lesions in brain MRI
C Elliott, DL Arnold, DL Collins, T Arbel
IEEE transactions on medical imaging 32 (8), 1490-1503, 2013
432013
Automatic detection of gadolinium-enhancing multiple sclerosis lesions in brain MRI using conditional random fields
Z Karimaghaloo, M Shah, SJ Francis, DL Arnold, DL Collins, T Arbel
IEEE transactions on medical imaging 31 (6), 1181-1194, 2012
432012
Evaluation of state-of-the-art segmentation algorithms for left ventricle infarct from late Gadolinium enhancement MR images
R Karim, P Bhagirath, P Claus, RJ Housden, Z Chen, Z Karimaghaloo, ...
Medical image analysis 30, 95-107, 2016
422016
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