One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks.
Sergi ValverdeMostafa SalemMariano CabezasDeborah ParetoJoan Carles VilanovaLluís Ramió-TorrentàAlex RoviraJoaquim SalviArnau OliverXavier LladóPublished in: CoRR (2018)
Keyphrases
- domain adaptation
- lesion segmentation
- multiple sclerosis
- brain mri
- magnetic resonance images
- white matter
- clinical trials
- semi supervised
- magnetic resonance
- mr images
- labeled data
- target domain
- transfer learning
- brain tissue
- magnetic resonance imaging
- unlabeled data
- semi supervised learning
- medical imaging
- medical images
- machine learning