MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint.
Xinpeng XieJiawei ChenYuexiang LiLinlin ShenKai MaYefeng ZhengPublished in: CoRR (2020)
Keyphrases
- mutual information
- domain adaptation
- medical image registration
- medical images
- multi modality
- information theoretic
- image registration
- medical imaging
- cross domain
- feature selection
- multiple sources
- similarity measure
- semi supervised learning
- target domain
- labeled data
- semi supervised
- unsupervised learning
- transfer learning
- co training
- medical image retrieval
- machine learning
- unlabeled data
- dimensionality reduction
- knowledge transfer
- active learning
- sentiment classification
- learning process
- high dimensional
- three dimensional