William Le

According to our database, William Le authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction.

Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigón Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury

Medical Image Anal., 2025

2024

Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room.

David Grajales, William Trung Le, Trang Tran, Sandryne David, Frédérick Dallaire, Katherine J. I. Ember, Frédéric Leblond, Cynthia Ménard, Samuel Kadoury

Int. J. Comput. Assist. Radiol. Surg., June, 2024

Evaluation of stenoses using AI video models applied to coronary angiography.

Élodie Labrecque Langlais, Denis Corbin, Olivier Tastet, Ahmad Hayek, Gemina Doolub, Sebastián Mrad, Jean-Claude Tardif, Jean-François Tanguay, Guillaume Marquis-Gravel, Geoffrey H. Tison, Samuel Kadoury, William Le, Richard Gallo, Frederic Lesage, Robert Avram

npj Digit. Medicine, 2024

Image-level supervision and self-training for transformer-based cross-modality tumor segmentation.

Malo Alefsen de Boisredon d'Assier, Aloys Portafaix, Eugene Vorontsov, William Trung Le, Samuel Kadoury

Medical Image Anal., 2024

Dose Aware Toxicity Prediction in Head and Neck Cancer Patients Using a Deformable 3D CNN on Daily CBCT Acquisitions.

Gautier Henique, Chulmin Bang, Daniel Markel, William Le, Edith Filion, Phuc Felix Ngyuen-Tan, Houda Bahig, Samuel Kadoury

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Image-level supervision and self-training for transformer-based cross-modality tumor segmentation.

Malo de Boisredon, Eugene Vorontsov, William Trung Le, Samuel Kadoury

CoRR, 2023

Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction.

William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury

CoRR, 2023

Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification.

David Grajales, William Le, Frédérick Dallaire, Guillaume Sheehy, Sandryne David, Trang Tran, Frédéric Leblond, Cynthia Ménard, Samuel Kadoury

Proceedings of the Cancer Prevention Through Early Detection, 2023

Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions.

William Trung Le, Chulmin Bang, Philippine Cordelle, Daniel Markel, Phuc Felix Nguyen-Tan, Houda Bahig, Samuel Kadoury

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy.

Tal Mezheritsky, Liset Vázquez Romaguera, William Le, Samuel Kadoury

Medical Image Anal., 2022

2021

Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration.

Roozbeh Shams, William Le, Adrien Weihs, Samuel Kadoury

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders.

Shirin Shakeri, William Le, Cynthia Ménard, Samuel Kadoury

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction.

William Le, Francisco Perdigón Romero, Samuel Kadoury

CoRR, 2020