A Racially Unbiased, Machine Learning Approach to Prediction of Mortality: Algorithm Development Study

• मुख्य लेखकों: Allen, Angier (लेखक), Mataraso, Samson (लेखक), Siefkas, Anna (लेखक), Burdick, Hoyt (लेखक), Braden, Gregory (लेखक), Dellinger, R Phillip (लेखक), McCoy, Andrea (लेखक), Pellegrini, Emily (लेखक), Hoffman, Jana (लेखक), Green-Saxena, Abigail (लेखक), Barnes, Gina (लेखक), Calvert, Jacob (लेखक), Das, Ritankar (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: JMIR Publications, 2020-10-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

BackgroundRacial disparities in health care are well documented in the United States. As machine learning methods become more common in health care settings, it is important to ensure that these methods do not contribute to racial disparities through biased predictions or differential accuracy acros...