Christian Desrosiers

Boundary loss for highly unbalanced segmentation

Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers et al. · Medical Image Analysis · 2020 · 423 citations · Full text

Machine Vision, Image Analysis, Data Science +8

Deep co-training for semi-supervised image segmentation

Jizong Peng, Guillermo Estrada, Marco Pedersoli et al. · Pattern Recognition · 2020 · 213 citations

Machine Vision, Machine Learning, Image Analysis +8

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Li Wang, Dong Nie, Guannan Li et al. · IEEE Transactions on Medical Imaging · 2019 · 191 citations · Full text

Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Arnab Kumar Mondal, José Dolz, Christian Desrosiers · arXiv (Cornell University) · 2018 · 121 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +24

Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images

Aaron Carass, Jennifer L. Cuzzocreo, Shuo Han et al. · NeuroImage · 2018 · 116 citations · Full text

Neuroimaging Biomarkers, Neuroimaging Modality, Neuroanatomy +12