Faculty profile
Christian Desrosiers
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a École de technologie supérieure directory, so their courses may be missing. Find their university profile.
Research
Latest papers
Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization.
Medical image analysis · 2025
Boundary-aware information maximization for self-supervised medical image segmentation.
Medical image analysis · 2024 · senior author
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation.
Medical image analysis · 2023
Latest funding
- $71,000
Large-scale self-supervised models for adaptable and explainable medical image analysis
NSERC · 2024 · Principal investigator
- $342,098
Apprentissage profond pour des systèmes robustes de vision artificielle en industrie
NSERC · 2022 · Principal investigator
- $115,000
Efficient methods for the semi-supervised and weakly-supervised analysis of medical images
NSERC · 2018 · Principal investigator
28 publications.
Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization.
Beizaee F, Lodygensky GA, Adamson CL, Thompson DK, Cheong JLY, Spittle AJ, Anderson PJ, Desrosiers C, Dolz J
Boundary-aware information maximization for self-supervised medical image segmentation.
Peng J, Wang P, Pedersoli M, Desrosiers C
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation.
Gopinath K, Desrosiers C, Lombaert H
Active learning for medical image segmentation with stochastic batches.
Gaillochet M, Desrosiers C, Lombaert H
Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks.
Beizaee F, Bona M, Desrosiers C, Dolz J, Lodygensky G
Advancements in MRI-Based Radiomics and Artificial Intelligence for Prostate Cancer: A Comprehensive Review and Future Prospects.
Chaddad A, Tan G, Liang X, Hassan L, Rathore S, Desrosiers C, Katib Y, Niazi T
Grayscale self-adjusting network with weak feature enhancement for 3D lumbar anatomy segmentation.
Liu J, Cui Z, Desrosiers C, Lu S, Zhou Y
Manifold-aware synthesis of high-resolution diffusion from structural imaging.
Anctil-Robitaille B, Théberge A, Jodoin PM, Descoteaux M, Desrosiers C, Lombaert H
Realistic image normalization for multi-Domain segmentation.
Delisle PL, Anctil-Robitaille B, Desrosiers C, Lombaert H
Can Autism Be Diagnosed with Artificial Intelligence? A Narrative Review.
Chaddad A, Li J, Lu Q, Li Y, Okuwobi IP, Tanougast C, Desrosiers C, Niazi T
Large-scale self-supervised models for adaptable and explainable medical image analysis
Principal investigators: Desrosiers, Christian
Keywords: artificial intelligence; deep learning; medical image analysis; foundation models; self-supervised learning
Apprentissage profond pour des systèmes robustes de vision artificielle en industrie
Principal investigators: Desrosiers, Christian C
Keywords: analyse d'images; appentissage automatisé; classification; détection d'objets; intelligence artificielle; reconnaissance optique de caractères; vision par ordinateur
Efficient methods for the semi-supervised and weakly-supervised analysis of medical images
Principal investigators: Desrosiers, Christian
Apprentissage profond semi-supervisé pour la segmentation et l'analyse d'images d'équipements de réseau électrique
Principal investigators: Desrosiers, Christian
Développement de techniques pour l'optimisation d'entrepôts de données RFID temps réel
Principal investigators: Desrosiers, Christian
Optimisation d'un service temps-réel de fouille de données dans le nuage
Principal investigators: Desrosiers, Christian
Scalable pattern mining and analysis in real-time RIFD data
Principal investigators: Desrosiers, Christian
Forage de données dans les réseaux dynamiques complexes
Principal investigators: Desrosiers, Christian
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
- Jose Dolz and Christian Desrosiers: 7 shared papers
- Jose Dolz and Ismail Ben Ayed: 6 shared papers
- Christian Desrosiers and Ismail Ben Ayed: 5 shared papers
- Christian Desrosiers and Herve Lombaert: 3 shared papers
- Christian Desrosiers and Matthew Toews: 3 shared papers
- Christian Desrosiers and Marco Pedersoli: 3 shared papers
- Christian Desrosiers and Mohamed Cheriet: 2 shared papers
- Christian Desrosiers and Luc Duong: 2 shared papers
- Mohamed Cheriet and Luc Duong: 2 shared papers
- Alan Evans and Jean-Baptiste Poline: 1 shared paper
- Alan Evans and Christian Desrosiers: 1 shared paper
- Gregory Lodygensky and Jose Dolz: 1 shared paper
- Gregory Lodygensky and Christian Desrosiers: 1 shared paper
- Jean-Baptiste Poline and Christian Desrosiers: 1 shared paper
- Jose Dolz and Herve Lombaert: 1 shared paper
- Jose Dolz and Eric Granger: 1 shared paper
- Jose Dolz and Marco Pedersoli: 1 shared paper
- Christian Desrosiers and Jacques de Guise: 1 shared paper
- Christian Desrosiers and Eric Granger: 1 shared paper
- Jacques de Guise and Matthew Toews: 1 shared paper
- Eric Granger and Ismail Ben Ayed: 1 shared paper
- Ismail Ben Ayed and Marco Pedersoli: 1 shared paper
- Génie logiciel et des TI
- Génie de la production automatisée
- Systems Engineering
- Neurology and Neurosurgery
- Genie Logiciel et TI
- Département de génie de la production automatisée
- Génie des systèmes
- Other
Co-authors at École de technologie supérieure, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Jose Dolz
Genie Logiciel et TI
7 shared papers, latest 2025
Ismail Ben Ayed
Génie de la production automatisée
5 shared papers, latest 2021
Matthew Toews
Département de génie de la production automatisée
3 shared papers, latest 2020
Marco Pedersoli
Systems Engineering
3 shared papers, latest 2024
Herve Lombaert
Génie logiciel et des TI
3 shared papers, latest 2023
Luc Duong
Génie logiciel et des TI
2 shared papers, latest 2017
Mohamed Cheriet
Génie des systèmes
2 shared papers, latest 2017
Eric Granger
Systems Engineering
1 shared papers, latest 2021
Jacques de Guise
Génie de la production automatisée
1 shared papers, latest 2020
Alan Evans
Neurology and Neurosurgery
1 shared papers, latest 2020
Gregory Lodygensky
Pédiatrie
1 shared papers, latest 2023
Jean-Baptiste Poline
Neurology and Neurosurgery
1 shared papers, latest 2020
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