A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction. - William Le; Francisco Perdigón Romero; Samuel Kadoury (CoRR, 2020)

Deformable Mri To Transrectal Ultrasound Registration For Prostate Interventions With Shape-Based Deep Variational Auto-Encoders. - Shirin Shakeri; William Le; Cynthia Ménard; Samuel Kadoury (ISBI, 2021)

Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration. - Roozbeh Shams; William Le; Adrien Weihs; Samuel Kadoury (ISBI, 2021)

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)

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 (ISBI, 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 003; Frédéric Leblond; Cynthia Ménard; Samuel Kadoury (CaPTion@MICCAI, 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)

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)

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 (ISBI, 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)

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; et al. (npj Digit. Medicine, 2024)

Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room. - David Grajales; William Trung Le; Trang Tran 003; Sandryne David; Frédérick Dallaire; Katherine J. I. Ember; Frédéric Leblond; Cynthia Ménard; Samuel Kadoury (Int. J. Comput. Assist. Radiol. Surg., 2024)

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)