Using Digital Speech Assessments to Detect Early Signs of Cognitive Impairment
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Top Cited Papers
Open Access
- 27 October 2021
- journal article
- research article
- Published by Frontiers Media SA in Frontiers in Digital Health
- Vol. 3
Abstract
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 significant burden, requiring invasive procedures, or intensive and costly clinical testing. Recent findings have highlighted changes to speech and language patterns that occur in Alzheimer's Disease, and may be detectable prior to diagnosis. Automated tools to assess speech have been developed that can be used on a smartphone or tablet, from one's home, in under 10 min. In this study, we present the results of a study of older adults who completed a digital speech assessment task over a 6-month period. Participants were grouped according to those who scored above (N = 18) or below (N = 18) the recommended threshold for detecting cognitive impairment on the Montreal Cognitive Assessment (MoCA) and those with diagnoses of mild cognitive impairment (MCI) or early Alzheimer's Disease (AD) (N = 14). Older adults who scored above the MoCA threshold had better performance on speech composites reflecting language coherence, information richness, syntactic complexity, and word finding abilities. Those with MCI and AD showed more rapid decline in the coherence of language from baseline to 6-month follow-up, suggesting that this score may be useful both for detecting cognitive decline and monitoring change over time. This study demonstrates that automated speech assessments have potential as sensitive tools to detect early signs of cognitive impairment and monitor progression over time.Keywords
This publication has 55 references indexed in Scilit:
- Longitudinal detection of dementia through lexical and syntactic changes in writing: a case study of three British novelistsLiterary and Linguistic Computing, 2011
- Propositional Density and Cognitive Function in Later Life: Findings From the Precursors StudyThe Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 2010
- Detecting subtle spontaneous language decline in early Alzheimer’s disease with a picture description taskNeurological Sciences, 2005
- The Montreal Cognitive Assessment, MoCA: A Brief Screening Tool For Mild Cognitive ImpairmentJournal of the American Geriatrics Society, 2005
- Conversational coherence: discourse analysis of older adults with and without dementiaJournal of Neurolinguistics, 2004
- Performance on the Boston Cookie theft picture description task in patients with early dementia of the Alzheimer's type: Missing informationAphasiology, 1996
- Comparative Study of Oral and Written Picture Description in Patients with Alzheimer's DiseaseBrain and Language, 1996
- The hopkins verbal learning test: Development of a new memory test with six equivalent formsThe Clinical Neuropsychologist, 1991
- Normative data on the boston diagnostic aphasia examination, parietal lobe battery, and the boston naming TestJournal of Clinical Neuropsychology, 1980
- Revised administration and scoring of the Digit Span Test.Journal of Consulting Psychology, 1957