Assessing the utility of language and voice biomarkers to predict cognitive impairment in the Framingham Heart Study Cognitive Aging Cohort Data
JA Thomas, HA Burkhardt, S Chaudhry… - Journal of …, 2020 - content.iospress.com
Background: There is a need for fast, accessible, low-cost, and accurate diagnostic methods
for early detection of cognitive decline. Dementia diagnoses are usually made years after …
for early detection of cognitive decline. Dementia diagnoses are usually made years after …
Cognitive digital biomarkers from automated transcription of spoken language
N Tavabi, D Stück, A Signorini, C Karjadi… - The journal of …, 2022 - Springer
Abstract Background Although patients with Alzheimer's disease and other cognitive-related
neurodegenerative disorders may benefit from early detection, development of a reliable …
neurodegenerative disorders may benefit from early detection, development of a reliable …
[HTML][HTML] Identification of digital voice biomarkers for cognitive health
H Lin, C Karjadi, TFA Ang, J Prajakta… - Exploration of …, 2020 - ncbi.nlm.nih.gov
Aim: Human voice contains rich information. Few longitudinal studies have been conducted
to investigate the potential of voice to monitor cognitive health. The objective of this study is …
to investigate the potential of voice to monitor cognitive health. The objective of this study is …
[HTML][HTML] Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort
L Zhang, A Ngo, JA Thomas, HA Burkhardt… - Exploration of …, 2021 - ncbi.nlm.nih.gov
Aim: Although clinicians primarily diagnose dementia based on a combination of metrics
such as medical history and formal neuropsychological tests, recent work using linguistic …
such as medical history and formal neuropsychological tests, recent work using linguistic …
Voice biomarkers as indicators of cognitive changes in middle and later adulthood
E Mahon, ME Lachman - Neurobiology of aging, 2022 - Elsevier
Voice prosody measures have been linked with Alzheimer's disease (AD), but it is unclear
whether they are associated with normal cognitive aging. We assessed relationships …
whether they are associated with normal cognitive aging. We assessed relationships …
Automated detection of mild cognitive impairment and dementia from voice recordings: a natural language processing approach
S Amini, B Hao, L Zhang, M Song, A Gupta… - Alzheimer's & …, 2023 - Wiley Online Library
Introduction Automated computational assessment of neuropsychological tests would
enable widespread, cost‐effective screening for dementia. Methods A novel natural …
enable widespread, cost‐effective screening for dementia. Methods A novel natural …
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 …
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 …
machine learning (ML) allow the exploration of linguistic and acoustic changes previously …
[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 …
Using automatic assessment of speech production to predict current and future cognitive function in older adults
R Ostrand, J Gunstad - Journal of Geriatric Psychiatry and …, 2021 - journals.sagepub.com
Neurodegenerative conditions like Alzheimer disease affect millions and have no known
cure, making early detection important. In addition to memory impairments, dementia causes …
cure, making early detection important. In addition to memory impairments, dementia causes …
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