An Embedded Feature Selection and Multi-Class Classification Method for Detection of the Progression from Mild Cognitive Impairment to Alzheimer's Disease.
Jie CaiLingjing HuZhou LiuKe ZhouHuailing ZhangPublished in: J. Medical Imaging Health Informatics (2020)
Keyphrases
- multi class
- classification method
- support vector machine
- feature selection
- mild cognitive impairment
- object detection
- text classification
- knn
- early diagnosis
- high degree of accuracy
- k nearest neighbor
- support vector machine svm
- brain images
- classification algorithm
- pairwise
- cost sensitive
- text categorization
- clinical trials
- support vector
- machine learning
- computer aided diagnosis
- instance selection
- svm classifier
- feature space
- naive bayes
- feature set
- classification accuracy
- base classifiers
- kernel function
- data sets
- training data
- similarity measure