Neuropsychological predictors of conversion from mild cognitive impairment to Alzheimer's disease: a feature selection ensemble combining stability and predictability.
Telma PereiraFrancisco L. FerreiraSandra CardosoDina SilvaAlexandre de MendonçaManuela GuerreiroSara C. MadeiraPublished in: BMC Medical Informatics Decis. Mak. (2018)
Keyphrases
- feature selection
- mild cognitive impairment
- early diagnosis
- high degree of accuracy
- brain images
- neurological disorders
- normal controls
- clinical trials
- early detection
- computer aided diagnosis
- healthy controls
- feature extraction
- early stage
- machine learning
- brain connectivity
- support vector
- classification accuracy
- computer aided
- data preparation
- decision making
- feature set
- ad patients
- naive bayes
- wide range
- model selection
- medical images
- training set