Detection of mild Alzheimer's disease and mild cognitive impairment from elderly speech: Binary discrimination using logistic regression.
Shohei KatoAkira HommaTakuto SakumaMunehiro NakamuraPublished in: EMBC (2015)
Keyphrases
- logistic regression
- mild cognitive impairment
- ad patients
- high degree of accuracy
- chi square test
- early diagnosis
- support vector
- brain images
- decision trees
- breast cancer
- loss function
- naive bayes
- speech recognition
- early detection
- logistic regression models
- data analysis
- brain connectivity
- feature selection
- computer aided diagnosis
- speech signal
- wide range
- feature extraction