| Overview of machine learning: part 2: deep learning for medical image analysis WT Le, F Maleki, FP Romero, R Forghani, S Kadoury Neuroimaging Clinics 30 (4), 417-431, 2020 | 44 | 2020 |
| 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 | 17 | 2022 |
| Machine learning applications for head and neck imaging F Maleki, WT Le, T Sananmuang, S Kadoury, R Forghani Neuroimaging Clinics 30 (4), 517-529, 2020 | 17 | 2020 |
| A feature invariant generative adversarial network for head and neck MRI/CT image synthesis R Touati, WT Le, S Kadoury Physics in Medicine & Biology 66 (9), 095001, 2021 | 16 | 2021 |
| A nonvisual eye tracker calibration method for video-based tracking V Harrar, W Le Trung, A Malienko, AZ Khan Journal of vision 18 (9), 13-13, 2018 | 14 | 2018 |
| Performance of an integrated multimodality image guidance and dose-planning system supporting tumor-targeted HDR brachytherapy for prostate cancer D Grajales, S Kadoury, R Shams, M Barkati, G Delouya, ... Radiotherapy and Oncology 166, 154-161, 2022 | 11 | 2022 |
| Artificial intelligence to predict outcomes of head and neck radiotherapy C Bang, G Bernard, WT Le, A Lalonde, S Kadoury, H Bahig Clinical and Translational Radiation Oncology 39, 100590, 2023 | 8 | 2023 |
| A normalized fully convolutional approach to head and neck cancer outcome prediction W Le, FP Romero, S Kadoury arXiv preprint arXiv:2005.14017, 2020 | 7 | 2020 |
| Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy T Mezheritsky, LV Romaguera, W Le, S Kadoury Medical image analysis 75, 102260, 2022 | 6 | 2022 |
| Towards Real-Time Confirmation of Breast Cancer in the OR Using CNN-Based Raman Spectroscopy Classification D Grajales, W Le, F Dallaire, G Sheehy, S David, T Tran, F Leblond, ... MICCAI Workshop on Cancer Prevention through Early Detection, 17-28, 2023 | 1 | 2023 |
| Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction WT Le, C Bang, P Cordelle, D Markel, PF Nguyen-Tan, H Bahig, ... arXiv preprint arXiv:2303.03965, 2023 | 1 | 2023 |
| Deformable mri to transrectal ultrasound registration for prostate interventions with shape-based deep variational auto-encoders S Shakeri, W Le, C Ménard, S Kadoury 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 174-178, 2021 | 1 | 2021 |
| Robot-assisted biopsy sampling for online Raman spectroscopy cancer confirmation in the operating room D Grajales, WT Le, T Tran, S David, F Dallaire, K Ember, F Leblond, ... International Journal of Computer Assisted Radiology and Surgery, 1-9, 2024 | | 2024 |
| Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction MEA Elforaici, E Montagnon, FP Romero, WT Le, F Azzi, D Trudel, ... arXiv preprint arXiv:2311.10305, 2023 | | 2023 |
| Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction M El Amine Elforaici, E Montagnon, F Perdigon Romero, WT Le, F Azzi, ... arXiv e-prints, arXiv: 2311.10305, 2023 | | 2023 |
| Dynamic Prediction of Toxicities in Head and Neck Cancer Radiotherapy by 3D Convolutional Neural Network Using Daily Cone-Beam CTs C Bang, W Le, PF Nguyen-Tan, E Filion, D Soulières, B O'Sullivan, ... International Journal of Radiation Oncology, Biology, Physics 117 (2), S55, 2023 | | 2023 |
| Image-level supervision and self-training for transformer-based cross-modality tumor segmentation M de Boisredon, E Vorontsov, WT Le, S Kadoury arXiv preprint arXiv:2309.09246, 2023 | | 2023 |
| Prediction of Head and Neck Radiotherapy Toxicity Using a Deformable 3D CNN on Longitudinal Daily CBCT Acquisitions WT Le, C Bang, P Cordelle, D Markel, PF Nguyen-Tan, H Bahig, ... 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-5, 2023 | | 2023 |
| Intensity-Based Wasserstein Distance As A Loss Measure For Unsupervised Deformable Deep Registration R Shams, W Le, A Weihs, S Kadoury 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 252-256, 2021 | | 2021 |
| Convolutionally Normalized Survival Prediction of Head and Neck Cancer Using Planning CT W Le, FP Romero, S Kadoury International Journal of Radiation Oncology, Biology, Physics 108 (3), e809-e810, 2020 | | 2020 |
Samuel KadouryPolytechnique MontrealVerified email at polymtl.ca
