Classification of Alzheimer's Dementia vs. Healthy subjects by studying structural disparities in fMRI Time-Series of DMN.
Sneha NobleChakka Sai PradeepNeelam SinhaThomas Gregor IssacPublished in: CoRR (2024)
Keyphrases
- healthy subjects
- resting state
- eeg signals
- extracted features
- functional magnetic resonance imaging
- brain computer interface
- diffusion tensor imaging
- feature extraction
- pattern classification
- age related
- brain regions
- human brain
- machine learning
- brain activity
- feature space
- classification accuracy
- feature set
- signal processing
- data analysis
- support vector
- spatial correlation
- gabor filters
- white matter
- feature vectors
- image processing
- feature selection