Computing personalized brain functional networks from fMRI using self-supervised deep learning.
Hongming LiDhivya SrinivasanChuanjun ZhuoZaixu CuiRaquel E. GurRuben C. GurDesmond J. OathesChristos DavatzikosTheodore D. SatterthwaiteYong FanPublished in: Medical Image Anal. (2023)
Keyphrases
- deep learning
- human brain
- functional magnetic resonance imaging
- activation detection
- brain activity
- unsupervised learning
- activation patterns
- unsupervised feature learning
- event related
- machine learning
- data analysis
- brain images
- resting state fmri
- data mining
- cognitive states
- e learning
- weakly supervised
- pattern recognition
- functional connectivity
- feature selection
- active learning
- brain regions
- bayesian networks
- learning algorithm