Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study.

Emilia Ambrosini Chiara Giangregorio Eugenio Lomurno Sara Moccia Marios Milis Christos Loizou Domenico Azzolino Beatrice Arosio Manuel Cid Gala Carmen Galán de Isla Jonathan Gómez-Raja Nunzio Alberto Borghese Matteo Matteucci Simona Ferrante

Published in: JMIR aging (2024)

This work proposes a transparent and unobtrusive assessment method, which might be included in a mobile app for large-scale monitoring of cognitive functionality in older adults. Voice is confirmed to be an important biomarker of cognitive decline due to its noninvasive and easily accessible nature.

Keyphrases

cognitive decline
mild cognitive impairment
physical activity
deep learning
machine learning
loop mediated isothermal amplification
label free
real time pcr
neural network