Evaluating voice-assistant commands for dementia detection

X Liang, JA Batsis, Y Zhu, TM Driesse, RM Roth… - Computer Speech & …, 2022 - Elsevier
Early detection of cognitive decline involved in Alzheimer's Disease and Related Dementias
(ADRD) in older adults living alone is essential for developing, planning, and initiating …

[HTML][HTML] Using tablet-based assessment to characterize speech for individuals with dementia and mild cognitive impairment: preliminary results

AO Hall, K Shinkawa, A Kosugi, T Takase… - AMIA Summits on …, 2019 - ncbi.nlm.nih.gov
Early detection of dementia as well as improvement in diagnosis coverage has been
increasingly important. Previous studies involved extracting speech features during …

Tablet-based automatic assessment for early detection of Alzheimer's disease using speech responses to daily life questions

Y Yamada, K Shinkawa, M Kobayashi… - Frontiers in Digital …, 2021 - frontiersin.org
Health-monitoring technologies for automatically detecting the early signs of Alzheimer's
disease (AD) have become increasingly important. Speech responses to …

Classifying Alzheimer's disease using audio and text-based representations of speech

R Haulcy, J Glass - Frontiers in Psychology, 2021 - frontiersin.org
Alzheimer's Disease (AD) is a form of dementia that affects the memory, cognition, and motor
skills of patients. Extensive research has been done to develop accessible, cost-effective …

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 …

Artificial Intelligence-enabled end-to-end detection and assessment of alzheimer's disease using voice

F Agbavor, H Liang - Brain sciences, 2022 - mdpi.com
There is currently no simple, widely available screening method for Alzheimer's disease
(AD), partly because the diagnosis of AD is complex and typically involves expensive and …

Automated classification of cognitive decline and probable alzheimer's dementia across multiple speech and language domains

R He, K Chapin, J Al-Tamimi, N Bel, M Marquié… - American Journal of …, 2023 - ASHA
Background: Decline in language has emerged as a new potential biomarker for the early
detection of Alzheimer's disease (AD). It remains unclear how sensitive language measures …

A systematic literature review of automatic Alzheimer's disease detection from speech and language

U Petti, S Baker, A Korhonen - Journal of the American Medical …, 2020 - academic.oup.com
Objective In recent years numerous studies have achieved promising results in Alzheimer's
Disease (AD) detection using automatic language processing. We systematically review …

A remote speech‐based AI system to screen for early Alzheimer's disease via smartphones

E Fristed, C Skirrow, M Meszaros… - Alzheimer's & …, 2022 - Wiley Online Library
Introduction Artificial intelligence (AI) systems leveraging speech and language changes
could support timely detection of Alzheimer's disease (AD). Methods The AMYPRED study …

Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

C Xue, C Karjadi, IC Paschalidis, R Au… - Alzheimer's research & …, 2021 - Springer
Background Identification of reliable, affordable, and easy-to-use strategies for detection of
dementia is sorely needed. Digital technologies, such as individual voice recordings, offer …