Development and validation of a predictive model to forecast the cerebrovascular risk burden in older people using the NACC and ROSMAP dataset

Microbleeds, microinfarcts, and infarcts often precede clinical stroke and vascular dementia. We developed and validated the Cerebrovascular Disease Burden Risk Score (CDBRS), a new and interpretable model for stratifying the risk of microbleeds, microinfarcts, and infarcts in older adults. This tool developed using National Alzheimer's Coordinating Center (NACC) participants data achieved promising predictive performance in Religious Orders Study and Memory and Aging Project (ROSMAP) participants. The robust predictive performance warrants its clinical validation is prospective studies.

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Publication Details

Journal
Alzheimer s & Dementia
Published
2025-08-01
DOI
https://doi.org/10.1002/alz.70543
Citations
2
Primary Topic
Dementia and Cognitive Impairment Research
Type
article
Field-Weighted Citation Impact
2.94

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article

Development and validation of a predictive model to forecast the cerebrovascular risk burden in older people using the NACC and ROSMAP dataset

Liang Jin, Yijun Pan, Yihan Wang, Chenyin Chu et al.
2 citations
Alzheimer s & Dementia
Dementia and Cognitive Impairment Research
2.94
article

Development and validation of a predictive model to forecast the cerebrovascular risk burden in older people using the NACC and ROSMAP dataset

Liang Jin, Yijun Pan, Yihan Wang, Chenyin Chu, Liwei Ma
article en
2 citations

Abstract

Microbleeds, microinfarcts, and infarcts often precede clinical stroke and vascular dementia. We developed and validated the Cerebrovascular Disease Burden Risk Score (CDBRS), a new and interpretable model for stratifying the risk of microbleeds, microinfarcts, and infarcts in older adults. This tool developed using National Alzheimer's Coordinating Center (NACC) participants data achieved promising predictive performance in Religious Orders Study and Memory and Aging Project (ROSMAP) participants. The robust predictive performance warrants its clinical validation is prospective studies.

Alzheimer s & DementiaVol. 21(8)
The University of Melbourne (AU), Florey Institute of Neuroscience and Mental Health (AU), Monash University (AU)
Alzheimer's Association, National Institutes of Health, Medical Research Council, National Health and Medical Research Council, National Institute on Aging
Good health and well-being
Openalex Percentile: Top 9%
Dementia and Cognitive Impairment Research
2.94
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