Using Magnetic Resonance Imaging to Distinguish a Healthy Brain from a Bipolar Brain: A Transfer Learning Approach.
Philip MartynGenevieve McPhilemyLeila NabulsiFiona MartynColm McDonaldDara M. CannonMichael SchukatPublished in: AICS (2019)
Keyphrases
- transfer learning
- magnetic resonance imaging
- diffusion tensor images
- partial volume effects
- mri data
- medical images
- single photon emission computed tomography
- brain tissue
- human brain
- brain images
- magnetic resonance images
- medical imaging
- active learning
- mri images
- labeled data
- knowledge transfer
- brain activity
- magnetic resonance
- mr images
- machine learning
- domain adaptation
- brain structures
- reinforcement learning
- fully automatic
- cross domain
- brain tumors
- transfer knowledge
- data sets
- machine learning algorithms
- text mining
- collaborative filtering
- natural language processing
- learning algorithm