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William Le
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- affiliation: Polytechnique Montréal, CHUM Research Center, MedICAL Laboratory, Canada
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2020 – today
- 2025
- [j5]Mohamed El Amine Elforaici, Emmanuel Montagnon
, Francisco Perdigón Romero
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. Medical Image Anal. 99: 103346 (2025) - 2024
- [j4]David Grajales
Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room. Int. J. Comput. Assist. Radiol. Surg. 19(6): 1103-1111 (2024) - [j3]Malo Alefsen de Boisredon d'Assier, Aloys Portafaix
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. Medical Image Anal. 97: 103287 (2024) - [j2]Élodie Labrecque Langlais
Evaluation of stenoses using AI video models applied to coronary angiography. npj Digit. Medicine 7(1) (2024) - [c5]Gautier Henique, Chulmin Bang, Daniel Markel, William Le, Edith Filion, Phuc Felix Ngyuen-Tan, Houda Bahig, Samuel Kadoury:
Dose Aware Toxicity Prediction in Head and Neck Cancer Patients Using a Deformable 3D CNN on Daily CBCT Acquisitions. ISBI 2024: 1-5 - 2023
- [c4]William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury:
Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions. ISBI 2023: 1-5 - [c3]David Grajales
Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification. CaPTion@MICCAI 2023: 17-28 - [i4]William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury:
Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction. CoRR abs/2303.03965 (2023) - [i3]Malo de Boisredon, Eugene Vorontsov, William Trung Le, Samuel Kadoury:
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation. CoRR abs/2309.09246 (2023) - [i2]Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigon Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction. CoRR abs/2311.10305 (2023) - 2022
- [j1]Tal Mezheritsky, Liset Vázquez Romaguera, William Le, Samuel Kadoury:
Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy. Medical Image Anal. 75: 102260 (2022) - 2021
- [c2]Shirin Shakeri, William Le, Cynthia Ménard, Samuel Kadoury:
Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders. ISBI 2021: 174-178 - [c1]Roozbeh Shams, William Le, Adrien Weihs, Samuel Kadoury:
Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration. ISBI 2021: 252-256 - 2020
- [i1]William Le, Francisco Perdigón Romero, Samuel Kadoury:
A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction. CoRR abs/2005.14017 (2020)
Coauthor Index
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