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: Int. J. Comput. Assist. Radiol. Surg. (2021)
Keyphrases
- learning strategies
- caudate nucleus
- online learning
- active learning
- brain tumors
- segmentation algorithm
- learning capabilities
- brain structures
- medical images
- level set
- brain mr images
- segmentation method
- fully automatic
- brain images
- brain mri
- brain atlas
- image segmentation
- tissue segmentation
- fluid registration
- learning algorithm
- human learning
- instructional materials
- probabilistic atlas
- multimedia