Discrimination between Alzheimer's Disease and Mild Cognitive Impairment Using SOM and PSO-SVM.
Shih-Ting YangJiann-Der LeeTzyh-Chyang ChangChung-Hsien HuangJiun-Jie WangWen-Chuin HsuHsiao-Lung ChanYau-Yau WaiKuan-Yi LiPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- mild cognitive impairment
- high degree of accuracy
- early diagnosis
- brain images
- support vector
- support vector machine svm
- feature selection
- clinical trials
- feature vectors
- computer aided diagnosis
- computer aided
- svm classifier
- support vector machine
- neurological disorders
- early stage
- ad patients
- early detection
- knn
- normal controls
- medical images
- healthy controls
- brain connectivity
- wide range
- kernel function
- machine learning
- k means
- feature extraction
- training set
- eeg data
- feature space
- image processing
- decision making
- white matter
- human brain
- medical imaging
- decision support system
- ground truth