Correlating natural language processing and automated speech analysis with clinician assessment to quantify speech-language changes in mild cognitive impairment …

A Yeung, A Iaboni, E Rochon, M Lavoie… - Alzheimer's research & …, 2021 - Springer
Background Language impairment is an important marker of neurodegenerative disorders.
Despite this, there is no universal system of terminology used to describe these impairments …

Development of digital voice biomarkers and associations with cognition, cerebrospinal biomarkers, and neural representation in early Alzheimer's disease

I Hajjar, M Okafor, JD Choi, E Moore… - Alzheimer's & …, 2023 - Wiley Online Library
Introduction Advances in natural language processing (NLP), speech recognition, and
machine learning (ML) allow the exploration of linguistic and acoustic changes previously …

[HTML][HTML] Automatic speech analysis for the assessment of patients with predementia and Alzheimer's disease

A König, A Satt, A Sorin, R Hoory… - Alzheimer's & Dementia …, 2015 - Elsevier
Background To evaluate the interest of using automatic speech analyses for the assessment
of mild cognitive impairment (MCI) and early-stage Alzheimer's disease (AD). Methods …

Ten years of research on automatic voice and speech analysis of people with Alzheimer's disease and mild cognitive impairment: a systematic review article

I Martínez-Nicolás, TE Llorente… - Frontiers in …, 2021 - frontiersin.org
Background: The field of voice and speech analysis has become increasingly popular over
the last 10 years, and articles on its use in detecting neurodegenerative diseases have …

Using digital speech assessments to detect early signs of cognitive impairment

J Robin, M Xu, LD Kaufman, W Simpson - Frontiers in digital health, 2021 - frontiersin.org
Detecting early signs of cognitive decline is crucial for early detection and treatment of
Alzheimer's Disease. Most of the current screening tools for Alzheimer's Disease represent a …

Speech analysis by natural language processing techniques: a possible tool for very early detection of cognitive decline?

D Beltrami, G Gagliardi, R Rossini Favretti… - Frontiers in aging …, 2018 - frontiersin.org
Background: The discovery of early, non-invasive biomarkers for the identification of
“preclinical” or “pre-symptomatic” Alzheimer's disease and other dementias is a key issue in …

Use of speech analyses within a mobile application for the assessment of cognitive impairment in elderly people

A Konig, A Satt, A Sorin, R Hoory… - Current Alzheimer …, 2018 - ingentaconnect.com
Background: Various types of dementia and Mild Cognitive Impairment (MCI) are manifested
as irregularities in human speech and language, which have proven to be strong predictors …

Language impairment in Alzheimer's disease—robust and explainable evidence for ad-related deterioration of spontaneous speech through multilingual machine …

H Lindsay, J Tröger, A König - Frontiers in aging neuroscience, 2021 - frontiersin.org
Alzheimer's disease (AD) is a pervasive neurodegenerative disease that affects millions
worldwide and is most prominently associated with broad cognitive decline, including …

[HTML][HTML] Predicting mild cognitive impairment from spontaneous spoken utterances

M Asgari, J Kaye, H Dodge - … & Dementia: Translational Research & Clinical …, 2017 - Elsevier
Abstract Introduction Trials in Alzheimer's disease are increasingly focusing on prevention in
asymptomatic individuals. We hypothesized that indicators of mild cognitive impairment …

Language performance of individuals at risk for mild cognitive impairment

KC McCullough, KA Bayles, ED Bouldin - Journal of Speech, Language, and …, 2019 - ASHA
Purpose Evidence exists that changes in language performance may be an early indicator of
mild cognitive impairment (MCI), often a harbinger of dementing disease. The purpose of …