Meta-learning with implicit gradients in a few-shot setting for medical image segmentation.
Rabindra KhadkaDebesh JhaSteven HicksVajira ThambawitaMichael A. RieglerSharib AliPål HalvorsenPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- meta learning
- medical image segmentation
- medical images
- learning tasks
- inductive learning
- model selection
- machine learning algorithms
- decision trees
- image segmentation
- level set method
- statistical shape model
- curve evolution
- medical imaging
- deformable models
- medical image analysis
- data mining
- video sequences
- base classifiers
- machine learning
- metamodel
- learning algorithm
- image processing
- feature selection
- machine learning methods
- supervised learning
- similarity measure