Patient safety and quality improvement: ethical principles for a regulatory approach to bias in healthcare machine learning.
McCradden MD, Joshi S, Anderson JA, et al. Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning. J Am Med Info Asso. 2020;27(12):2024-2027. doi:10.1093/jamia/ocaa085.
The authors discuss the challenges social inequalities pose to machine learning models, provide several recommendations for adopting ethical principles for the delivery of machine learning-assisted health care.