Early Diagnosis of Alzheimer's Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine.
Yingying ZhuXiaofeng ZhuMinjeong KimDinggang ShenGuorong WuPublished in: MICCAI (1) (2016)
Keyphrases
- early diagnosis
- feature selection and classification
- support vector machine
- feature selection
- computer aided diagnosis
- computer aided
- early stage
- disease diagnosis
- early detection
- selected features
- medical treatment
- high dimensionality
- svm classifier
- multi class
- support vector
- support vector machine svm
- k nearest neighbor
- cardiovascular disease
- data preparation
- feature extraction
- medical images
- feature space
- knn
- classification accuracy
- image analysis
- liver disease
- data sets
- classification algorithm
- training data
- machine learning
- neural network
- lung cancer
- svm classification
- breast cancer
- kernel function
- feature vectors