Identifying cognitive impairment in type 2 diabetes with functional connectivity: a multivariate pattern analysis of resting state fMRI data.
Zhenyu LiuXingwei CuiZhenchao TangDi DongYali ZangJie TianPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2017)
Keyphrases
- functional connectivity
- pattern analysis
- resting state
- brain connectivity
- granger causality
- pattern recognition
- prefrontal cortex
- brain activity
- healthy subjects
- working memory
- multi channel
- computational intelligence
- pattern classification
- image analysis
- activation detection
- brain regions
- functional magnetic resonance imaging
- diffusion tensor imaging
- neural network
- data analysis
- subject specific
- cognitive architecture
- artificial intelligence
- machine learning