The Risk of Coding Racism into Pediatric Sepsis Care: The Necessity of Antiracism in Machine Learning

Dissecting racial bias in an algorithm used to manage the health of populations

Ziad Obermeyer, Brian W. Powers, Christine Vogeli et al. · Science · 2019 · 6.1K citations · Full text

Public Health, Health Care Management, Health Informatics +17

Implementing Machine Learning in Health Care — Addressing Ethical Challenges

Danton Char, Nigam H. Shah, David Magnus · New England Journal of Medicine · 2018 · 1.6K citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Potential Biases in Machine Learning Algorithms Using Electronic Health Record Data

Milena Gianfrancesco, Suzanne Tamang, Jinoos Yazdany et al. · JAMA Internal Medicine · 2018 · 1.3K citations · Full text

Computing, Biomedical Informatics, Health Informatics +14

Ensuring Fairness in Machine Learning to Advance Health Equity

Alvin Rajkomar, Michaela Hardt, Michael Howell et al. · Annals of Internal Medicine · 2018 · 1.2K citations · Full text

Computing, Health Informatics, Health Systems +17

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

Sebastian J. Vollmer, Bilal A. Mateen, Gergő Bohner et al. · BMJ · 2020 · 468 citations · Full text

Computing, Computer Science, Health Informatics +13