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Ethical limitations of algorithmic fairness solutions in health care machine learning

Ethical limitations of algorithmic fairness solutions in health care machine learning

Artificial intelligence has exposed pernicious bias within health data that constitutes substantial ethical threat to the use of machine learning in medicine.1Char DS Shah NH Magnus D Implementing machine learning in health care—addressing ethical challenges.N Engl J Med. 2018; 378: 981-983Crossref PubMed Scopus (445) Google Scholar, 2Obermeyer Z Powers B …