Understanding the Mechanisms of Deep Transfer Learning for Medical Images.
Hariharan RavishankarPrasad SudhakarRahul VenkataramaniSheshadri ThiruvenkadamPavan AnnangiNarayanan BabuVivek VaidyaPublished in: LABELS/DLMIA@MICCAI (2016)
Keyphrases
- medical images
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- anatomical structures
- deformable models
- reinforcement learning
- imaging modalities
- cross domain
- medical imaging
- medical image analysis
- medical image segmentation
- transfer knowledge
- active learning
- machine learning
- mr images
- text categorization
- magnetic resonance imaging
- learning algorithm
- multi task
- collaborative filtering
- text mining
- biomedical images
- semi supervised learning
- text classification
- domain adaptation
- segmentation of medical images
- target domain
- transferring knowledge
- natural language processing
- medical image retrieval
- supervised learning