EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer's disease and schizophrenia.
Caroline L. AlvesAruane M. PinedaKirstin RosterChristiane ThielemannFrancisco A. RodriguesPublished in: CoRR (2021)
Keyphrases
- functional connectivity
- deep learning
- automatic diagnosis
- resting state
- brain regions
- functional magnetic resonance imaging
- human brain
- early detection
- brain connectivity
- healthy subjects
- early diagnosis
- unsupervised learning
- spect images
- brain imaging
- brain images
- brain activity
- machine learning
- event related
- diffusion tensor imaging
- working memory
- high dimensional
- pattern classification
- data analysis
- diagnostic tool
- mild cognitive impairment
- medical images
- lung cancer
- correlation analysis
- white matter
- multi channel
- magnetic resonance
- image segmentation
- computer vision
- mr images
- spike trains
- information processing
- computer aided