Disentangling time series between brain tissues improves fMRI data quality using a time-dependent deep neural network.
Zhengshi YangXiaowei ZhuangKarthik Ramakrishnan SreenivasanVirendra MishraDietmar CordesPublished in: NeuroImage (2020)
Keyphrases
- data quality
- neural network
- brain tissue
- magnetic resonance images
- brain images
- human brain
- automatic segmentation
- quality management
- white matter
- brain atlas
- quality assessment
- functional magnetic resonance imaging
- data cleansing
- brain regions
- mri data
- data cleaning
- mr images
- data warehouse
- data analysis
- gray matter
- low contrast
- brain mr images
- databases
- medical images
- binary images
- cell suppression