Social determinants, cardiovascular disease, and health care cost: A nationwide study in the United States using machine learning

Authors

Feinuo Sun, Mount Saint Vincent University
Jie Yao, University at Albany, State University of New York
Shichao Du, University at Albany, State University of New York
Feng Qian, University at Albany, State University of New York
Allison A Appleton, University at Albany, State University of New York
Cui Tao, University of Texas Health Science Center at Houston
Hua Xu, University of Texas Health Science Center at Houston
Lei Liu, Washington University School of Medicine in St. Louis
Qi Dai, Vanderbilt University
Brian T Joyce, Northwestern University
Drew R Nannini, Northwestern University
Lifang Hou, Northwestern University
Kai Zhang, University at Albany

Journal

Journal of the American Heart Association

Publication Date

3-7-2023

Volume

12

Issue

5

First Page

e027919

Document Type

Open Access Publication

DOI

10.1161/JAHA.122.027919

Rights and Permissions

Sun F, Yao J, Du S, Qian F, Appleton AA, Tao C, Xu H, Liu L, Dai Q, Joyce BT, Nannini DR, Hou L, Zhang K. Social Determinants, Cardiovascular Disease, and Health Care Cost: A Nationwide Study in the United States Using Machine Learning. J Am Heart Assoc. 2023 Mar 7;12(5):e027919. doi: 10.1161/JAHA.122.027919. Copyright © 2023 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley Blackwell This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. https://doi.org/10.1161/JAHA.122.027919

Recommended Citation

Sun, Feinuo; Yao, Jie; Du, Shichao; Qian, Feng; Appleton, Allison A; Tao, Cui; Xu, Hua; Liu, Lei; Dai, Qi; Joyce, Brian T; Nannini, Drew R; Hou, Lifang; and Zhang, Kai, "Social determinants, cardiovascular disease, and health care cost: A nationwide study in the United States using machine learning." Journal of the American Heart Association. 12, 5. e027919 (2023).
https://digitalcommons.wustl.edu/oa_4/2636