Automatic speech analysis for early detection of functional cognitive impairment in elderly population
M Caielli - 2018 - politesi.polimi.it
The main objective of this study is to prove that automatic voice analysis of non-linguistic
content during spontaneous speech can provide useful information for cognitive assessment …
content during spontaneous speech can provide useful information for cognitive assessment …
Automatic speech analysis to early detect functional cognitive decline in elderly population
E Ambrosini, M Caielli, M Milis, C Loizou… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
This study aimed at evaluating whether people with a normal cognitive function can be
discriminated from subjects with a mild impairment of cognitive function based on a set of …
discriminated from subjects with a mild impairment of cognitive function based on a set of …
Machine learning-based analysis of spontaneous speech to detect and monitor decline of cognitive functionality in elderly people
C Giangregorio - 2020 - politesi.polimi.it
In the context of the worldwide phenomenon of aging, the decline of cognitive functions has
been one of the main focuses of healthcare policies due to the high costs for diagnosis and …
been one of the main focuses of healthcare policies due to the high costs for diagnosis and …
[HTML][HTML] 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 …
Speech changes in old age: methodological considerations for speech‐based discrimination of healthy ageing and Alzheimer's disease
O Ivanova, I Martínez‐Nicolás… - International Journal of …, 2024 - Wiley Online Library
Background Recent evidence suggests that speech substantially changes in ageing. As a
complex neurophysiological process, it can accurately reflect changes in the motor and …
complex neurophysiological process, it can accurately reflect changes in the motor and …
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 …
[HTML][HTML] Automatic Spontaneous Speech Analysis for the Detection of Cognitive Functional Decline in Older Adults: Multilanguage Cross-Sectional Study
Background The rise in life expectancy is associated with an increase in long-term and
gradual cognitive decline. Treatment effectiveness is enhanced at the early stage of the …
gradual cognitive decline. Treatment effectiveness is enhanced at the early stage of the …
Alzheimer's disease and automatic speech analysis: a review
MLB Pulido, JBA Hernández, MÁF Ballester… - Expert systems with …, 2020 - Elsevier
The objective of this paper is to present the state of-the-art relating to automatic speech and
voice analysis techniques as applied to the monitoring of patients suffering from Alzheimer's …
voice analysis techniques as applied to the monitoring of patients suffering from Alzheimer's …
An automated speech analysis system for the detection of cognitive decline in elderly
CP Loizou, M Pantzaris - International Journal of Speech Technology, 2023 - Springer
The goal of this study is to develop and test an automated integrated speech analysis
system for detecting mild cognitive impairment (MCI) and dementia in spontaneous free …
system for detecting mild cognitive impairment (MCI) and dementia in spontaneous free …
[引用][C] O4‐12‐02: Innovative Voice Analytics for the Assessment and Monitoring of Cognitive Decline in People with Dementia and Mild Cognitive Impairment
A König, A Satt, R David, P Robert - Alzheimer's & Dementia, 2016 - Wiley Online Library
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 …
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