A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections.
Fernando Pérez-GarcíaReuben DorentMichele RizziFrancesco CardinaleValerio FrazziniVincent NavarroCaroline EssertIrène OllivierTom VercauterenRachel SparksJohn S. DuncanSébastien OurselinPublished in: CoRR (2021)
Keyphrases
- learning strategies
- online learning
- caudate nucleus
- brain mr images
- segmentation algorithm
- active learning
- image segmentation
- brain tumors
- level set
- computer assisted
- segmentation method
- medical images
- tissue segmentation
- fully automatic
- brain atlas
- learning algorithm
- brain mri
- learning capabilities
- brain structures
- mri images
- virtual learning environments
- medical imaging
- data sets
- white matter tracts