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Eugene Vorontsov
Eugene Vorontsov
Bestätigte E-Mail-Adresse bei polymtl.ca
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Zitiert von
Zitiert von
Jahr
The importance of skip connections in biomedical image segmentation
M Drozdzal, E Vorontsov, G Chartrand, S Kadoury, C Pal
International Workshop on Deep Learning in Medical Image Analysis …, 2016
13002016
Deep Learning: A Primer for Radiologists
G Chartrand, PM Cheng, E Vorontsov, M Drozdzal, S Turcotte, CJ Pal, ...
RadioGraphics 37 (7), 2113-2131, 2017
11012017
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis 84, 102680, 2023
10632023
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
AL Simpson, M Antonelli, S Bakas, M Bilello, K Farahani, B van Ginneken, ...
arXiv preprint arXiv:1902.09063, 2019
9682019
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature Communications 13 (1), 1-13, 2022
7592022
Learning normalized inputs for iterative estimation in medical image segmentation
M Drozdzal, G Chartrand, E Vorontsov, M Shakeri, L Di Jorio, A Tang, ...
Medical Image Analysis, 2017
2692017
On orthogonality and learning recurrent networks with long term dependencies
E Vorontsov, C Trabelsi, S Kadoury, C Pal
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
2552017
Liver lesion segmentation informed by joint liver segmentation
E Vorontsov, A Tang, C Pal, S Kadoury
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
1672018
Deep learning for automated segmentation of liver lesions at CT in patients with colorectal cancer liver metastases
E Vorontsov, M Cerny, P Régnier, L Di Jorio, CJ Pal, R Lapointe, ...
Radiology: Artificial Intelligence 1 (2), 180014, 2019
1102019
Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics
G Kerg, K Goyette, MP Touzel, G Gidel, E Vorontsov, Y Bengio, G Lajoie
Advances in Neural Information Processing Systems, 13613-13623, 2019
742019
Towards non-saturating recurrent units for modelling long-term dependencies
S Chandar, C Sankar, E Vorontsov, SE Kahou, Y Bengio
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3280-3287, 2019
732019
Dynamics and Distribution of Klothoβ (KLB) and Fibroblast Growth Factor Receptor-1 (FGFR1) in Living Cells Reveal the Fibroblast Growth Factor-21 (FGF21)-induced Receptor Complex
AYK Ming, E Yoo, EN Vorontsov, SM Altamentova, DM Kilkenny, ...
Journal of Biological Chemistry 287 (24), 19997-20006, 2012
542012
Metastatic liver tumor segmentation using texture-based omni-directional deformable surface models
E Vorontsov, N Abi-Jaoudeh, S Kadoury
Abdominal Imaging. Computational and Clinical Applications: 6th …, 2014
442014
Metastatic liver tumour segmentation from discriminant Grassmannian manifolds
S Kadoury, E Vorontsov, A Tang
Physics in Medicine & Biology 60 (16), 6459, 2015
392015
Towards semi-supervised segmentation via image-to-image translation
E Vorontsov, P Molchanov, C Beckham, W Byeon, S De Mello, V Jampani, ...
arXiv preprint arXiv:1904.01636, 2019
34*2019
Virchow: A million-slide digital pathology foundation model
E Vorontsov, A Bozkurt, A Casson, G Shaikovski, M Zelechowski, S Liu, ...
arXiv preprint arXiv:2309.07778, 2023
322023
Metastatic liver tumour segmentation with a neural network-guided 3D deformable model
E Vorontsov, A Tang, D Roy, CJ Pal, S Kadoury
Medical & biological engineering & computing, 1-13, 2016
322016
Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks
WT Le, E Vorontsov, FP Romero, L Seddik, MM Elsharief, PF Nguyen-Tan, ...
Scientific Reports 12 (1), 3183, 2022
192022
Label noise in segmentation networks: mitigation must deal with bias
E Vorontsov, S Kadoury
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections …, 2021
192021
Managing Class Imbalance in Multi-Organ CT Segmentation in Head and Neck Cancer Patients
S Cros, E Vorontsov, S Kadoury
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1360-1364, 2021
52021
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