label distribution bias sepsis ai

label distribution bias sepsis ai

Is Sepsis Machine Learning Hampered By Hidden Bias?

Is Sepsis Machine Learning Hampered By Hidden Bias? 35% of sepsis labels in training data are inaccurate, which means hidden bias does hamper machine learning models for sepsis detection. In practice, a model that looks perfect on paper can still fire wrong alerts because it never saw the patients it