Faculty profile
Samuel Kadoury
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Polytechnique Montréal directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Multi-Institutional CT Scan-Based Radiomics for Predicting Tumor PD-L1 Expression in Patients with Advanced and Limited Non-Small Cell Lung Cancer.
Cancers · 2026
Assessing Quality and Adherence to PI-RADSv2.1 Minimum Technical Standards of Prostate MRI in NRG-GU005.
Journal of magnetic resonance imaging : JMRI · 2026
Multi-omics fusion network for prediction of early recurrence in colorectal liver metastases.
NPJ precision oncology · 2026 · senior author
Latest funding
- $125,000
AI-powered Pedicle Screw Planning for Spine Surgery
NSERC · 2024 · Principal investigator
- $187,000
AI tools for the integration of MRI in planning and motion management phases in cone-beam CT workflows for upper abdominal and lung cancer treatments
NSERC · 2023 · Principal investigator
- $250,000
Leveraging liquid biopsies to improve detection of primary and recurrent breast cancer
SSHRC · 2023 · Co-investigator
55 publications.
Multi-Institutional CT Scan-Based Radiomics for Predicting Tumor PD-L1 Expression in Patients with Advanced and Limited Non-Small Cell Lung Cancer.
Saber R, Tonneau M, Salko O, Liberman M, Malo J, Elkrief A, Turcotte S, Bouchard N, Joubert P, Kadoury S, Routy B
Assessing Quality and Adherence to PI-RADSv2.1 Minimum Technical Standards of Prostate MRI in NRG-GU005.
Alley S, Tonneau M, Olivié D, Tempany-Afdhal CM, Choyke PL, Turkbey IB, van der Heide UA, Ellis RJ, Kadoury S, Boike TP, Pennington JD, Frazier A, Lawton CAF, Leong N, Mihai AM, Morgan SC, Solanki AA, Michalski JM, Feng FY, Sandler HM, Menard C
Multi-omics fusion network for prediction of early recurrence in colorectal liver metastases.
Saber R, Carneiro M, Montagnon E, Tang A, Turcotte S, Kadoury S
echoGAN: Extending the field of view in Transthoracic Echocardiography through conditional GAN-based outpainting.
Gazda M, Gazda J, Kadoury S, Kanasz R, Drotar P
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction.
Elforaici MEA, Montagnon E, Romero FP, Le WT, Azzi F, Trudel D, Nguyen B, Turcotte S, Tang A, Kadoury S
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation.
de Boisredon d'Assier MA, Portafaix A, Vorontsov E, Le WT, Kadoury S
Multi-planar dual adversarial network based on dynamic 3D features for MRI-CT head and neck image synthesis.
Touati R, Trung Le W, Kadoury S
Evaluation of stenoses using AI video models applied to coronary angiography.
Labrecque Langlais É, Corbin D, Tastet O, Hayek A, Doolub G, Mrad S, Tardif JC, Tanguay JF, Marquis-Gravel G, Tison GH, Kadoury S, Le W, Gallo R, Lesage F, Avram R
Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis.
Touati R, Kadoury S
A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis.
Touati R, Kadoury S
AI-powered Pedicle Screw Planning for Spine Surgery
Principal investigators: Kadoury, Samuel S
Keywords: computer assisted planning; disk degenerative disease; image-guided interventions; image segmentation; machine learning; pedicle screws; scoliosis; spine surgery
AI tools for the integration of MRI in planning and motion management phases in cone-beam CT workflows for upper abdominal and lung cancer treatments
Principal investigators: Kadoury, Samuel S
Keywords: Deep learning; Deformable registration; Image synthesis; Medical imaging; Motion modeling; Predictive modelling; Radiotherapy; Tumor tracking
Leveraging liquid biopsies to improve detection of primary and recurrent breast cancer
Principal investigators: Hassan, Saima
Keywords: breast cancer; liquid biopsies; diagnosis; recurrence; ctDNA; peripheral immunomics; Raman spectroscopy; artificial intelligence
Prediction of Immunotherapy Response with Geometric Deep Learning in Medical Imaging
Principal investigators: Kadoury, Samuel
Intraoperative margin assessment technique for breast conserving surgery using Raman spectroscopy imaging_x000d_ _x000d_ _x000d_ _x000d_ _x000d_
Principal investigators: Leblond, Frederic
Spatio-temporal Generative Manifolds for Prediction of Immunotherapy Response
Principal investigators: Kadoury, Samuel
Image-Guided Molecular Optical Spectroscopy for Tumor-Targeted Prostate Cancer Interventions
Principal investigators: Kadoury, Samuel
Automatisation de la modélisation 3D des structures du squelette humain à partir d'images biplan
Principal investigators: DeGuise, Jacques
Spatio-temporal motion prediction model for liver cancer radiotherapy
Principal investigators: Kadoury, Samuel
Intelligent Image Guided Interventions
Principal investigators: Kadoury, Samuel
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Stefan Parent and Stefan Parent: 180 shared papers
- Gilles Soulez and Gilles Soulez: 119 shared papers
- Gilles Soulez and Gilles Soulez: 119 shared papers
- Gilles Soulez and Gilles Soulez: 119 shared papers
- Hubert Labelle and Stefan Parent: 66 shared papers
- Hubert Labelle and Stefan Parent: 66 shared papers
- Samuel Kadoury and Samuel Kadoury: 55 shared papers
- Dominique Trudel and Dominique Trudel: 48 shared papers
- Bertrand Routy and Arielle Elkrief: 33 shared papers
- Sylvain Martel and Sylvain Martel: 22 shared papers
- Hubert Labelle and Farida Cheriet: 20 shared papers
- David Roberge and Houda Bahig: 13 shared papers
- Gilles Soulez and An Tang: 12 shared papers
- An Tang and Gilles Soulez: 12 shared papers
- An Tang and Samuel Kadoury: 12 shared papers
- An Tang and Gilles Soulez: 12 shared papers
- An Tang and Samuel Kadoury: 12 shared papers
- Alexandra Rink and Alejandro Berlin: 9 shared papers
- Farida Cheriet and Stefan Parent: 7 shared papers
- Farida Cheriet and Stefan Parent: 7 shared papers
- Samuel Kadoury and Stefan Parent: 6 shared papers
- Samuel Kadoury and Dominique Trudel: 6 shared papers
- Samuel Kadoury and Dominique Trudel: 6 shared papers
- Samuel Kadoury and Stefan Parent: 6 shared papers
- Samuel Kadoury and Dominique Trudel: 6 shared papers
- Samuel Kadoury and Dominique Trudel: 6 shared papers
- Samuel Kadoury and Stefan Parent: 6 shared papers
- Robert Weersink and Alejandro Berlin: 6 shared papers
- Stefan Parent and Jesse Shen: 6 shared papers
- Stefan Parent and Jesse Shen: 6 shared papers
- Hubert Labelle and Samuel Kadoury: 5 shared papers
- Dominique Trudel and Frederic Leblond: 5 shared papers
- Dominique Trudel and Frederic Leblond: 5 shared papers
- Gilles Soulez and Sylvain Martel: 4 shared papers
- Gilles Soulez and Sylvain Martel: 4 shared papers
- Gilles Soulez and Sylvain Martel: 4 shared papers
- Gilles Soulez and Sylvain Martel: 4 shared papers
- Samuel Kadoury and Jesse Shen: 4 shared papers
- Samuel Kadoury and Jesse Shen: 4 shared papers
- Robert Weersink and Alexandra Rink: 4 shared papers
- Gilles Soulez and Samuel Kadoury: 3 shared papers
- Gilles Soulez and Samuel Kadoury: 3 shared papers
- Gilles Soulez and Samuel Kadoury: 3 shared papers
- Samuel Kadoury and Farida Cheriet: 3 shared papers
- David Roberge and Cynthia Menard: 3 shared papers
- Bertrand Routy and Houda Bahig: 3 shared papers
- Samuel Kadoury and Robert Weersink: 2 shared papers
- Samuel Kadoury and Paul Boutros: 2 shared papers
- Samuel Kadoury and Cynthia Menard: 2 shared papers
- Samuel Kadoury and Alexandra Rink: 2 shared papers
- Samuel Kadoury and Alejandro Berlin: 2 shared papers
- Samuel Kadoury and Houda Bahig: 2 shared papers
- Sylvain Martel and Samuel Kadoury: 2 shared papers
- Samuel Kadoury and Robert Weersink: 2 shared papers
- Samuel Kadoury and Paul Boutros: 2 shared papers
- Samuel Kadoury and Cynthia Menard: 2 shared papers
- Samuel Kadoury and Alexandra Rink: 2 shared papers
- Samuel Kadoury and Alejandro Berlin: 2 shared papers
- Samuel Kadoury and Sylvain Martel: 2 shared papers
- Samuel Kadoury and Houda Bahig: 2 shared papers
- Paul Boutros and Dominique Trudel: 2 shared papers
- David Roberge and Bertrand Routy: 2 shared papers
- Samuel Kadoury and Frederic Leblond: 1 shared paper
- Samuel Kadoury and Arielle Elkrief: 1 shared paper
- Samuel Kadoury and David Roberge: 1 shared paper
- Samuel Kadoury and Bertrand Routy: 1 shared paper
- Samuel Kadoury and Frederic Leblond: 1 shared paper
- Samuel Kadoury and Arielle Elkrief: 1 shared paper
- Diagnostic Radiology and Nuclear Medicine
- Radiation Oncology/Medical Physics
- Computer Engineering
- Orthopédie
- Radiology and Nuclear Medicine
- Diagnostic Radiology
- Engineering Physics
- Other
Co-authors at Polytechnique Montréal, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Samuel Kadoury
Faculty
55 shared papers, latest 2026
An Tang
Diagnostic Radiology
12 shared papers, latest 2026
Dominique Trudel
Faculty
6 shared papers, latest 2025
Dominique Trudel
Engineering Physics
6 shared papers, latest 2025
Stefan Parent
Computer Engineering
6 shared papers, latest 2020
Stefan Parent
Orthopédie
6 shared papers, latest 2020
Hubert Labelle
Orthopédie
5 shared papers, latest 2020
Jesse Shen
Faculty
4 shared papers, latest 2021
Farida Cheriet
Computer Engineering
3 shared papers, latest 2009
Gilles Soulez
Radiology and Nuclear Medicine
3 shared papers, latest 2023
Gilles Soulez
Diagnostic Radiology and Nuclear Medicine
3 shared papers, latest 2023
Gilles Soulez
Mechanical Engineering
3 shared papers, latest 2023
Robert Weersink
Radiation Oncology/Medical Physics
2 shared papers, latest 2022
Alexandra Rink
Radiation Oncology/Medical Physics
2 shared papers, latest 2022
Alejandro Berlin
Radiation Oncology/Medical Physics
2 shared papers, latest 2022
Paul Boutros
Faculty
2 shared papers, latest 2021
Houda Bahig
Faculty
2 shared papers, latest 2023
Sylvain Martel
Diagnostic Radiology and Nuclear Medicine
2 shared papers, latest 2023
Cynthia Menard
Faculty
2 shared papers, latest 2026
Sylvain Martel
Radiology and Nuclear Medicine
2 shared papers, latest 2023
Myriam Srour
Faculty
1 shared papers, latest 2017
Frédéric Lesage
Faculty
1 shared papers, latest 2024
David Roberge
Faculty
1 shared papers, latest 2022
Kevin Petrecca
Neurology and Neurosurgery
1 shared papers, latest 2019
Bertrand Routy
Hematology-Oncology
1 shared papers, latest 2026
Frederic Leblond
Faculty
1 shared papers, latest 2020
Myriam Srour
Pediatrics
1 shared papers, latest 2017
Jean-Claude Tardif
Medicine
1 shared papers, latest 2024
Frederic Leblond
Engineering Physics
1 shared papers, latest 2020
Frédéric Lesage
Pharmacologie - Physiologie
1 shared papers, latest 2024
Julien Cohen-Adad
Electrical Engineering
1 shared papers, latest 2014
Jean-Claude Tardif
Chemical Engineering
1 shared papers, latest 2024
Kevin Petrecca
Engineering Physics
1 shared papers, latest 2019
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