Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease.
Zhijian YangIlya M. NasrallahHaochang ShouJunhao WenJimit DoshiMohamad HabesGüray ErusAhmed AbdulkadirSusan M. ResnickDavid A. WolkChristos DavatzikosPublished in: CoRR (2021)
Keyphrases
- deep learning
- semi supervised
- unsupervised feature learning
- unsupervised learning
- multiple sclerosis
- deep belief networks
- brain tissue
- weakly supervised
- disease progression
- magnetic resonance images
- white matter
- active learning
- pairwise
- mr images
- supervised learning
- restricted boltzmann machine
- magnetic resonance imaging
- medical images
- labeled data
- human brain
- mri data
- machine learning
- unlabeled data
- higher order
- brain images
- pattern recognition
- object recognition