Racial Equity in Healthcare Machine Learning: Illustrating Bias in Models With Minimal Bias Mitigation-Reference-Cited by-同舟云学术

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Racial Equity in Healthcare Machine Learning: Illustrating Bias in Models With Minimal Bias Mitigation

Published:2023-02-15 Issue: Volume: Page:
ISSN:2168-8184
Container-title:Cureus
language:en
Short-container-title:

Author:

Barton Michael,Hamza Mahmoud,Guevel Borna

Publisher

Cureus, Inc.

Subject

Aerospace Engineering

Reference21 articles.

1. CDC. health equity. (2022). Accessed: February 14, 2023: https://www.cdc.gov/chronicdisease/healthequity/index.htm.

2. Machine learning for healthcare: on the verge of a major shift in healthcare epidemiology;Wiens J;Clin Infect Dis,2018

3. Machine learning in healthcare: review, opportunities and challenges;Nayyar A,2021

4. Clinical applications of machine learning in the diagnosis, classification, and prediction of heart failure;Olsen CR;Am Heart J,2020

5. Applications of machine learning in cancer prediction and prognosis;Cruz JA;Cancer Inform,2007

Cited by 4 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. Artificial Intelligence to Promote Racial and Ethnic Cardiovascular Health Equity;Current Cardiovascular Risk Reports;2024-08-20

2. Enhancing neuro-oncology care through equity-driven applications of artificial intelligence;Neuro-Oncology;2024-08-19

3. Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited;Journal of Biomedical Informatics;2024-08

4. Racial Differences in Accuracy of Predictive Models for High-Flow Nasal Cannula Failure in COVID-19;Critical Care Explorations;2024-03

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