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    Potential source of bias in AI models: lactate measurement in the ICU in sepsis patients as a template

    Potential source of bias in AI models: lactate measurement in the ICU in sepsis patients as a template by Pratiksha Pradhan, Pratiksha Pradhan, Fredrik Willumsen Haug, Fredrik Willumsen Haug, Nebal S. Abu Hussein, Nebal S. Abu Hussein, Dana Moukheiber, Lama Moukheiber, Mira Moukheiber, Sulaiman Moukheiber, Luca Leon Weishaupt, Jacob G. Ellen, Helen D'Couto, Ishan C. Williams, Leo Anthony Celi, Leo Anthony Celi, Leo Anthony Celi, Joao Matos, Joao Matos, Joao Matos, Tristan Struja, Tristan Struja, Tristan Struja

    Published 2025-07-01

    ObjectiveHealth inequities may be driven by demographics such as sex, language proficiency, and race-ethnicity. These disparities may manifest through likelihood of testing, which in turn can bias artificial intelligence models. We aimed to evaluate variation in serum lactate measurements in the int...

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