Documents dont l'auteur est "Desrosiers, Christian"

Article de revue

Gaillochet, M., Desrosiers, C., & Lombaert, H. (2023). Active learning for medical image segmentation with stochastic batches. Medical Image Analysis, 90, 102958 (11 pages). Lien externe

Gopinath, K., Desrosiers, C., & Lombaert, H. (2023). Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. Medical Image Analysis, 90, 102974 (9 pages). Lien externe

Gopinath, K., Desrosiers, C., & Lombaert, H. (2022). Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(2), 864-876. Lien externe

Anctil-Robitaille, B., Théberge, A., Jodoin, P.-M., Descoteaux, M., Desrosiers, C., & Lombaert, H. (2022). Manifold-aware synthesis of high-resolution diffusion from structural imaging. Frontiers in Neuroimaging, 1, 20 pages. Lien externe

Delisle, P.-L., Anctil-Robitaille, B., Desrosiers, C., & Lombaert, H. (2021). Realistic image normalization for multi-Domain segmentation. Medical Image Analysis, 74, 102191 (14 pages). Lien externe

Gopinath, K., Desrosiers, C., & Lombaert, H. (2019). Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Analysis, 54, 297-305. Lien externe

Dolz, J., Gopinath, K., Yuan, J., Lombaert, H., Desrosiers, C., & Ben Ayed, I. (2019). HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. IEEE Transactions on Medical Imaging, 38(5), 1116-1126. Lien externe

Desrosiers, C., Galinier, P., Hansen, P., & Hertz, A. (2014). Automated generation of conjectures on forbidden subgraph characterization. Discrete Applied Mathematics, 162, 177-194. Lien externe

Desrosiers, C., Galinier, P., Hertz, A., & Hansen, P. (2010). Improving constrained pattern mining with first-fail-based heuristics. Data Mining and Knowledge Discovery, 23(1), 1-28. Lien externe

Desrosiers, C., Galinier, P., Hertz, A., & Paroz, S. (2009). Using heuristics to find minimal unsatisfiable subformulas in satisfiability problems. Journal of Combinatorial Optimization, 18(2), 124-150. Lien externe

Communication écrite

Gaillochet, M., Desrosiers, C., & Lombaert, H. (septembre 2022). TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation [Communication écrite]. Second MICCAI Workshop on Data Augmentation, Labelling, and Imperfections (DALI 2022, MICCAI 2022), Singapore. Lien externe

Mei, J., Tremblay, C., Stikov, N., Desrosiers, C., & Frasnelli, J. (février 2021). Differentiation of Parkinson's disease and non-Parkinsonian olfactory dysfunction with structural MRI data [Communication écrite]. Medical Imaging 2021: Computer-Aided Diagnosis (8 pages). Lien externe

Anctil-Robitaille, B., Desrosiers, C., & Lombaert, H. (octobre 2020). Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis [Communication écrite]. Computational Diffusion MRI 2020 (CDMRI 2020), 23rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru. Lien externe

Gopinath, K., Desrosiers, C., & Lombaert, H. (septembre 2021). SegRecon: Learning Joint Brain Surface Reconstruction and Segmentation from Images [Communication écrite]. 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), Starsbourg, France. Lien externe

Delisle, P.-L., Anctil-Robitaille, B., Desrosiers, C., & Lombaert, H. (avril 2020). Adversarial Normalization for Multi Domain Image Segmentation [Communication écrite]. 17th IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, IA, USA. Lien externe

Gopinath, K., Desrosiers, C., & Lombaert, H. (octobre 2020). Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation [Communication écrite]. Second International Workshop, UNSURE 2020, and Third International Workshop GRAIL 2020, held in Conjunction with MICCAI 2020, Lima, Peru. Lien externe

He, R., Gopinath, K., Desrosiers, C., & Lombaert, H. (avril 2020). Spectral Graph Transformer Networks for Brain Surface Parcellation [Communication écrite]. 17th IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, IA, USA. Lien externe

Gopinath, K., Desrosiers, C., & Lombaert, H. (juin 2019). Adaptive Graph Convolution Pooling for Brain Surface Analysis [Communication écrite]. 26th Biennal International Conference on Information Processing in Medical Imaging (IPMI 2019), Hong Kong, China. Lien externe

Résumé

Gopinath, K., Desrosiers, C., & Lombaert, H. (juillet 2019). Cortical parcellation via spectral graph convolutions [Résumé]. Medical Imaging with Deep Learning (MIDL 2019), London, UK (5 pages). Lien externe

Mémoire de maîtrise

Desrosiers, C. (2004). Détection d'ensembles irréductibles incohérents dans des problèmes de satisfaction de contraintes irréalisables [Mémoire de maîtrise, École Polytechnique de Montréal]. Disponible

Thèse de doctorat

Desrosiers, C. (2008). Techniques pour l'exploration de données structurées et pour la découverte de connaissances en théorie des graphes [Thèse de doctorat, École Polytechnique de Montréal]. Disponible