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

• প্রধান লেখক: Trenton Chang (লেখক), Mark Nuppnau (লেখক), Ying He (লেখক), Keith E Kocher (লেখক), Thomas S Valley (লেখক), Michael W Sjoding (লেখক), Jenna Wiens (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: Public Library of Science (PLoS), 2024-01-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: 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...