ArticleAmerican journal of Alzheimer's disease and other dementias
Alzheimer's Disease Dementia Prevalence in the United States: A County-Level Spatial Machine Learning Analysis.
Article in American journal of Alzheimer's disease and other dementias. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
4 citing papers in PubMed.
- Alzheimer neuropathological change, α-synuclein and transactive response DNA-binding protein of 43 kDa expression in children and young adult brains from forensic autopsies: Value for early measurement of abnormal protein expression prevalence in neurodegenerative diseases.Journal of neuropathology and experimental neurology · 2026Article
- Examining the association between spatial accessibility to emergency cardiac care centers and cardiovascular mortality in Georgia, United States.BMC cardiovascular disorders · 2026Article
- Geospatial and machine learning analyses of cardiovascular disease mortality across the continental United States: Identifying associated variables using Shapley values.BMC public health · 2026Article
- Alzheimer's disease and related dementias in rural medicare populations: a scoping review.BMC geriatrics · 2026Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
A growing body of literature has examined the impact of neighborhood characteristics on Alzheimer's disease (AD) dementia, yet the spatial variability and relative importance of the most influential factors remain underexplored. We compiled various widely recognized factors to examine spatial heterogeneity and associations with AD dementia prevalence via geographically weighted random forest (GWRF) approach. The GWRF outperformed conventional models with an out-of-bag R
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.