Christian Desrosiers

Montreal, QC, Canada

Last Updated: 09/26/2026

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Found 54 publications

Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation.

Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation.

Journal: IEEE transactions on medical imaging

Published: May 15, 2026

M$^{2}$SegMamba: Mamba-Based Incomplete Multimodal Learning for Brain Tumor Segmentation With Few Samples.

M$^{2}$SegMamba: Mamba-Based Incomplete Multimodal Learning for Brain Tumor Segmentation With Few Samples.

Journal: IEEE journal of biomedical and health informatics

Published: August 20, 2025

Prompt Learning With Bounding Box Constraints for Medical Image Segmentation.

Prompt Learning With Bounding Box Constraints for Medical Image Segmentation.

Journal: IEEE transactions on bio-medical engineering

Published: June 24, 2025

Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization.

Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization.

Journal: Medical image analysis

Published: July 11, 2024

Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints.

Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints.

Journal: IEEE transactions on medical imaging

Published: November 30, 2023

Advancements in MRI-Based Radiomics and Artificial Intelligence for Prostate Cancer: A Comprehensive Review and Future Prospects.

Advancements in MRI-Based Radiomics and Artificial Intelligence for Prostate Cancer: A Comprehensive Review and Future Prospects.

Journal: Cancers

Published: June 07, 2023

What matters in reinforcement learning for tractography.

What matters in reinforcement learning for tractography.

Journal: Medical image analysis

Published: May 21, 2023

Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation.

Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation.

Journal: IEEE transactions on medical imaging

Published: April 07, 2023

CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation.

CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation.

Journal: IEEE transactions on medical imaging

Published: April 06, 2023

Boundary-aware information maximization for self-supervised medical image segmentation.

Boundary-aware information maximization for self-supervised medical image segmentation.

Journal: Medical image analysis

Published: January 26, 2023

Active learning for medical image segmentation with stochastic batches.

Active learning for medical image segmentation with stochastic batches.

Journal: Medical image analysis

Published: December 15, 2022

Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks.

Determining regional brain growth in premature and mature infants in relation to age at MRI using deep neural networks.

Journal: Scientific reports

Published: September 26, 2022

Showing 1-12 of 54

Last Updated: 09/26/2026