Detection of dementia on voice recordings using deep learning: a Framingham Heart Study.

Chonghua XueCody KarjadiIoannis Ch PaschalidisRhoda AuVijaya B Kolachalama

Published in: Alzheimer's research & therapy (2021)

This proof-of-concept study demonstrates that automated deep learning-driven processing of audio recordings of neuropsychological testing performed on individuals recruited within a community cohort setting can facilitate dementia screening.

Keyphrases

deep learning
mild cognitive impairment
artificial intelligence
convolutional neural network
cognitive impairment
machine learning
healthcare
heart failure
mental health
high throughput
loop mediated isothermal amplification