[Digital Technologies for Enhancing Dementia Screening].

Dementia is becoming a serious social and healthcare issue worldwide. While recent studies suggest that timely intervention can prevent its progression, most patients with dementia remain undiagnosed. The low diagnosis rate is mainly caused by the lack of an efficient screening tool for dementia. The first step toward diagnosing dementia involves cognitive assessments with interview-based neuropsychological tests, which have a well-established clinical utility. Traditional neuropsychological tests have high validity and reliability for dementia testing; however, they have limitations such as high test-related burdens and inter-rater variability of the results. Digital technologies with artificial intelligence have transformed traditional cognitive tests into efficient tools for dementia screening. This review article introduces recent developments in the research on digital biomarkers for dementia and discusses their limitations in clinical settings.

Authors

Institutions

Publication Details

Journal
PubMed
Published
2025-09-01
DOI
https://doi.org/10.11477/mf.188160960770090981
Primary Topic
Health, Environment, Cognitive Aging
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

[Digital Technologies for Enhancing Dementia Screening].

Shuko Takeda
PubMed
Health, Environment, Cognitive Aging
article

[Digital Technologies for Enhancing Dementia Screening].

Shuko Takeda
article en

Abstract

Dementia is becoming a serious social and healthcare issue worldwide. While recent studies suggest that timely intervention can prevent its progression, most patients with dementia remain undiagnosed. The low diagnosis rate is mainly caused by the lack of an efficient screening tool for dementia. The first step toward diagnosing dementia involves cognitive assessments with interview-based neuropsychological tests, which have a well-established clinical utility. Traditional neuropsychological tests have high validity and reliability for dementia testing; however, they have limitations such as high test-related burdens and inter-rater variability of the results. Digital technologies with artificial intelligence have transformed traditional cognitive tests into efficient tools for dementia screening. This review article introduces recent developments in the research on digital biomarkers for dementia and discusses their limitations in clinical settings.

PubMedVol. 77(9)
The University of Osaka (JP)
Openalex Percentile: Top 68%
Health, Environment, Cognitive Aging
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

[Digital Technologies for Enhancing Dementia Screening]. — Shuko Takeda · PubMed (2025) | TGRS Research Map | TGRS