Correlating natural language processing and automated speech analysis with clinician assessment to quantify speech-language changes in mild cognitive impairment …
Background Language impairment is an important marker of neurodegenerative disorders.
Despite this, there is no universal system of terminology used to describe these impairments …
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
Introduction Advances in natural language processing (NLP), speech recognition, and
machine learning (ML) allow the exploration of linguistic and acoustic changes previously …
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
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 …
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 …
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
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 …
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 …
“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 …
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 …
Alzheimer's disease (AD) is a pervasive neurodegenerative disease that affects millions
worldwide and is most prominently associated with broad cognitive decline, including …
worldwide and is most prominently associated with broad cognitive decline, including …
[HTML][HTML] Predicting mild cognitive impairment from spontaneous spoken utterances
Abstract Introduction Trials in Alzheimer's disease are increasingly focusing on prevention in
asymptomatic individuals. We hypothesized that indicators of mild cognitive impairment …
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 …
mild cognitive impairment (MCI), often a harbinger of dementing disease. The purpose of …
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