Developing a Multimodal Screening Algorithm for Mild Cognitive Impairment and Early Dementia in Home Health Care: Protocol for a Cross-Sectional Case-Control Study Using Speech Analysis, Large Language Models, and Electronic Health Records

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Journal
JMIR Research Protocols
Published
2025-12-31
DOI
https://doi.org/10.2196/82731
Citations
1
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
1.47
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article

Developing a Multimodal Screening Algorithm for Mild Cognitive Impairment and Early Dementia in Home Health Care: Protocol for a Cross-Sectional Case-Control Study Using Speech Analysis, Large Language Models, and Electronic Health Records

Maryam Zolnoori
1 citations
JMIR Research Protocols
Dementia and Cognitive Impairment Research
1.47
article

Developing a Multimodal Screening Algorithm for Mild Cognitive Impairment and Early Dementia in Home Health Care: Protocol for a Cross-Sectional Case-Control Study Using Speech Analysis, Large Language Models, and Electronic Health Records

Maryam Zolnoori
article en
1 citations

Abstract

No abstract available for this paper.
JMIR Research ProtocolsVol. 15
Columbia University Irving Medical Center (US)
Quality Education
Openalex Percentile: Top 13%
Dementia and Cognitive Impairment Research
1.47
DOIOpen Access PDFOpenAlex
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