Racial differences in laboratory testing as a potential mechanism for bias in AI: A matched cohort analysis in emergency department visits.

• मुख्य लेखकों: Trenton Chang (लेखक), Mark Nuppnau (लेखक), Ying He (लेखक), Keith E Kocher (लेखक), Thomas S Valley (लेखक), Michael W Sjoding (लेखक), Jenna Wiens (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: Public Library of Science (PLoS), 2024-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

AI models are often trained using available laboratory test results. Racial differences in laboratory testing may bias AI models for clinical decision support, amplifying existing inequities. This study aims to measure the extent of racial differences in laboratory testing in adult emergency departm...