Unsupervised Domain Adaptation with Optimal Transport in multi-site segmentation of Multiple Sclerosis lesions from MRI data

Antoine Ackaouy, Nicolas Courty, Emmanuel Vallee, Olivier Commowick, Christian Barillot, Francesca Galassi
October 2019
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Type
Preprint
MS lesion segmentation ; Deep learning ; Convolutional neural netword ; Unsupervised domain adaptation ; Optimal transport