ai model bias in healthcare

ai model bias in healthcare

4 Reasons Your Sepsis Model May Be Biased

Your sepsis model is biased because the training data omits critical socio-demographic and clinical context, creating hidden gaps that distort predictions. Without these missing pieces, the model can over-or under-estimate risk, especially for underrepresented patients, leading to unsafe alerts. 2024 marks the year when hospitals reported a surge in sepsis