Classification of Alzheimer??s Disease using combined features of fMRI Brain Network and clinical scales.
Xia XuWenjie WangZengbei YuanXinlin LiTao WuXufeng YaoPublished in: PCCNT (2023)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- eeg signals
- feature extraction
- feature space
- brain activity
- functional magnetic resonance imaging
- resting state
- classification method
- disease diagnosis
- activation detection
- classification models
- class labels
- bladder cancer
- normal controls
- human brain
- extracted features
- healthy subjects
- feature selection
- decision trees
- svm classifier
- breast cancer
- disease progression
- brain imaging
- pattern classification
- medical doctors
- dna microarray
- multiple sclerosis
- cognitive states
- clinically relevant
- diagnostic process
- support vector machine svm
- feature subset
- brain images