Paired-unpaired Unsupervised Attention Guided GAN with transfer learning for bidirectional brain MR-CT synthesis.
Alaa Abu-SrhanIsraa AlmallahiMohammad A. M. AbushariahWaleed MahafzaOmar Sultan Al-KadiPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- transfer learning
- medical images
- brain images
- manifold alignment
- learning tasks
- labeled data
- knowledge transfer
- semi supervised
- active learning
- cross domain
- magnetic resonance
- semi supervised learning
- text classification
- machine learning
- reinforcement learning
- collaborative filtering
- transfer knowledge
- ct images
- supervised learning
- ct and mr images
- mr images
- image registration
- x ray
- brain tumors
- domain adaptation
- computed tomography
- multi task
- unlabeled data
- text categorization
- learning algorithm
- unsupervised learning
- medical imaging
- previously learned
- image volumes
- transferring knowledge
- magnetic resonance imaging
- human brain
- e learning
- natural language