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William Trung Le
William Trung Le
Polytechnique Montréal, Centre Hospitalier de l'Université de Montréal (CHUM, CRCHUM)
在 polymtl.ca 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
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
482020
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
202021
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
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
182020
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
172023
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
142018
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
122022
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
112022
A normalized fully convolutional approach to head and neck cancer outcome prediction
W Le, FP Romero, S Kadoury
arXiv preprint arXiv:2005.14017, 2020
62020
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
22023
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
22023
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
22021
Evaluation of stenoses using AI video models applied to coronary angiography
É Labrecque Langlais, D Corbin, O Tastet, A Hayek, G Doolub, S Mrad, ...
npj Digital Medicine 7 (1), 138, 2024
12024
Evaluation of Stenoses Using AI Video Models Applied to Coronary Angiographies
R Avram, E Labrecque-Langlais, D Corbin, O Tastet, A Hayek, G Doolub, ...
12023
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
12023
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
12021
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation
MA de Boisredon d’Assier, A Portafaix, E Vorontsov, WT Le, S Kadoury
Medical Image Analysis 97, 103287, 2024
2024
Multi-planar dual adversarial network based on dynamic 3D features for MRI-CT head and neck image synthesis
R Touati, WT Le, S Kadoury
Physics in Medicine & Biology 69 (15), 155012, 2024
2024
Automated pedicle screw planning
S O'connor, A Ponticorvo, S Kadoury, WT Le
US Patent App. 18/149,562, 2024
2024
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 19 (6 …, 2024
2024
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