Dementia ascertainment in India and development of nation‐specific cutoffs: A machine learning and diagnostic analysis

Pioneers use of explainable artificial intelligence in the diagnosis of dementia.Creates assessment cutoffs specific to the nation of India.Highlights differences in cutoffs across nations.

Authors

Institutions

Publication Details

Journal
Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring
Published
2025-01-01
DOI
https://doi.org/10.1002/dad2.70049
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Dementia ascertainment in India and development of nation‐specific cutoffs: A machine learning and diagnostic analysis

Alden L. Gross, Haomiao Jin, Hongxin Gao, Erik Meijer et al.
Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring
Dementia and Cognitive Impairment Research
article

Dementia ascertainment in India and development of nation‐specific cutoffs: A machine learning and diagnostic analysis

Alden L. Gross, Haomiao Jin, Hongxin Gao, Erik Meijer, Danny Maupin, Emma L. Nichols
article en

Abstract

Pioneers use of explainable artificial intelligence in the diagnosis of dementia.Creates assessment cutoffs specific to the nation of India.Highlights differences in cutoffs across nations.

Alzheimer s & Dementia Diagnosis Assessment & Disease MonitoringVol. 17(1)
University of Southern California (US), Johns Hopkins University (US), University of Surrey (GB)
University of Surrey, National Institute on Aging
Openalex Percentile: Top 93%
Dementia and Cognitive Impairment Research
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.