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Dr. Stéphane Lehéricy
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Publications (4)
SPIE Journal Paper | 9 July 2024
Projected pooling loss for red nucleus segmentation with soft topology constraints
Guanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabregue, Stéphane Lehéricy, Olivier Colliot, The ICEBERG Study Group
JMI, Vol. 11, Issue 04, 044002, (July 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.4.044002
KEYWORDS: Image segmentation, Education and training, Anatomy, Voxels, Optical spheres, Spleen, Prior knowledge, Deep learning, Medical imaging, Heart
Proceedings Article | 2 April 2024 Poster + Paper
Border irregularity loss for automated segmentation of primary brain lymphomas on post-contrast MRI
Proceedings Volume 12926, 129261O (2024) https://doi.org/10.1117/12.3002380
KEYWORDS: Magnetic resonance imaging, Image segmentation, Lymphoma, Brain, Tumors, 3D acquisition, Education and training, Electroluminescence, Control systems, Visualization
Proceedings Article | 2 April 2024 Paper
The intriguing effect of frequency disentangled learning on medical image segmentation
Proceedings Volume 12926, 129261H (2024) https://doi.org/10.1117/12.2692286
KEYWORDS: Image segmentation, Education and training, Feature fusion, Deep learning, Medical imaging, Heart, Spleen, Data modeling, Parkinson disease, Fourier transforms
Proceedings Article | 3 April 2023 Poster + Paper
Introducing soft topology constraints in deep learning-based segmentation using projected pooling loss
Proceedings Volume 12464, 124641J (2023) https://doi.org/10.1117/12.2651576
KEYWORDS: Image segmentation, Anatomy, Medical imaging, Parkinson disease, Neuroimaging
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