Using machine learning to advance disparities research: Subgroup analyses of access to opioid treatment-Reference-Cited by-同舟云学术

Using machine learning to advance disparities research: Subgroup analyses of access to opioid treatment

Published:2021-10-24 Issue: Volume: Page:
ISSN:0017-9124
Container-title:Health Services Research
language:en
Short-container-title:Health Serv Res

Author:

Kong Yinfei¹,Zhou Jia²,Zheng Zemin²,Amaro Hortensia³,Guerrero Erick G.⁴^ORCID

Affiliation:

1. College of Business and Economics California State University Fullerton Fullerton California USA

2. International Institute of Finance, School of Management University of Science and Technology of China Hefei Anhui China

3. Herbert Wertheim College of Medicine and Robert Stempel College of Public Health and Social Work Florida International University Miami Florida USA

4. I‐Lead Institute Research to End Health Disparities Corp Los Angeles California USA

Funder

National Institute on Drug Abuse

National Institute on Minority Health and Health Disparities

Publisher

Wiley

Subject

Health Policy

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1111/1475-6773.13896

Reference33 articles.

1. Centers for Disease Control and Prevention National Center for Health Statistics.National Vital Statistics System: Mortality Statistics. Atlanta GA: U.S. Department of Health and Human Services;2017.

2. Increases in drug and opioid‐ involved overdose deaths ‐ United States, 2010‐2015;Rudd RA;Morb Mortal Wkly Rep,2016

3. Effectiveness of treatment for opioid use disorder: a national, five‐year, prospective, observational study in England;Eastwood B;Drug Alcohol Depend,2017

4. Racial‐ethnic disparities in substance abuse treatment: the role of criminal history and socioeconomic status;Lê Cook BL;Psychiatr Serv,2011

5. Race/ethnicity and geographic access to Medicaid substance use disorder treatment facilities in the United States;Cummings JR;JAMA Psychiat,2014

Cited by 13 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Substance Use Treatment Completion Among Unhoused Young Adults: A Predictive Modeling Approach;Journal of Drug Issues;2024-08-19

2. Harnessing Ensemble Machine Learning Models for Timely Diagnosis of Breast Cancer Metastasis: A Case Study on CatBoost, XGBoost, and LGBM;2024 IEEE 25th International Conference of Young Professionals in Electron Devices and Materials (EDM);2024-06-28

3. Are treatment services ready for the use of big data analytics and artificial intelligence in managing opioid use disorder?: Viewpoint Paper (Preprint);2024-03-22

4. Identifying the Heterogeneity in the Association between Workforce Diversity and Retention in Opioid Treatment among Black clients;2024-02-08

5. FDR control and power analysis for high-dimensional logistic regression via StabKoff;Statistical Papers;2023-10-18