Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI.
Xirui HouPengfei GuoPuyang WangPeiying LiuDoris D. M. LinHongli FanYang LiZhiliang WeiZixuan LinDengrong JiangJin JinCatherine KellyJay J. PillaiJudy HuangMarco C. PinhoBinu P. ThomasBabu G. WelchDenise C. ParkVishal M. PatelArgye E. HillisHanzhang LuPublished in: CoRR (2022)
Keyphrases
- deep learning
- resting state fmri
- functional connectivity
- functional magnetic resonance imaging
- unsupervised learning
- brain regions
- machine learning
- human brain
- white matter
- mental models
- diffusion tensor imaging
- data analysis
- weakly supervised
- denoising
- semi supervised
- ground truth
- correlation analysis
- active learning
- brain activity
- pattern recognition
- bayesian networks
- feature extraction