AIMC Topic: Neighborhood Characteristics
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Alzheimer's Disease Dementia Prevalence in the United States: A County-Level Spatial Machine Learning Analysis.
American journal of Alzheimer's disease and other dementias
Apr 21, 2025
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 w...
Hospital Artificial Intelligence/Machine Learning Adoption by Neighborhood Deprivation.
Medical care
Jan 3, 2025
OBJECTIVE: To understand the variation in artificial intelligence/machine learning (AI/ML) adoption across different hospital characteristics and explore how AI/ML is utilized, particularly in relation to neighborhood deprivation.
How do neighborhood environments impact adolescent health: a comprehensive study from subjective and objective perspectives using machine learning method.
Frontiers in public health
Jan 3, 2025
Existing studies have established a linear relationship between urban environments and adolescent health, but the combined impacts of subjective and objective environments on multi-dimensional health status (including physical and mental health) have...
CFNCM: Collaborative filtering neighborhood-based model for predicting miRNA-disease associations.
Computers in biology and medicine
Jun 9, 2023
MicroRNAs have a significant role in the emergence of various human disorders. Consequently, it is essential to understand the existing interactions between miRNAs and diseases, as this will help scientists better study and comprehend the diseases' b...
Effects of neighborhood streetscape on the single-family housing price: Focusing on nonlinear and interaction effects using interpretable machine learning.
PloS one
Jan 1, 2025
Previous studies using the conventional Hedonic Price Model to predict existing housing prices may have limitations in addressing the relationship between house prices and streetscapes as visually perceived at the human eye level, due to the constrai...
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