Modeling the impact of social determinants on breast cancer screening: a data-driven approach

Modeling the impact of social determinants on breast cancer screening: a data-driven approach

BackgroundThis study addresses the critical science challenge of operationalizing social determinants of health (SDoH) in clinical practice. We develop and validate models demonstrating how SDoH predicts mammogram screening behavior within a rural population. Our work provides healthcare systems wit...

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Bibliographic Details
Main Authors: Guofang Ma, Miranda G. Scully, Jiahui Luo, Jiazuo H. Feng, Christine M. Gunn, Roberta M. diFlorio-Alexander, Anna N. A. Tosteson, Sally A. Kraft, Wesley J. Marrero
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Medicine
Subjects:
predictive modeling
machine learning
cancer screening
implementation science
breast cancer
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1644287/full
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