A Gaussian discriminant analysis-based generative learning algorithm for the early diagnosis of mild cognitive impairment in Alzheimer's disease.
Chen FangChunfei LiMercedes CabrerizoArmando BarretoJean AndrianDavid A. LoewensteinRanjan DuaraMalek AdjouadiPublished in: BIBM (2017)
Keyphrases
- early diagnosis
- discriminant analysis
- mild cognitive impairment
- learning algorithm
- computer aided diagnosis
- early stage
- computer aided
- face recognition
- early detection
- linear discriminant analysis
- feature extraction
- machine learning
- prostate cancer
- image analysis
- training data
- cluster analysis
- medical images
- principal component analysis
- active learning
- infectious disease
- breast cancer
- supervised learning
- medical imaging
- data warehouse
- lung cancer
- skin lesion
- data analysis
- high degree of accuracy