Haoyu Liu

Interpretable laboratory-trajectory phenotypes for risk stratification of in-hospital critical events in cancer inpatients

Hospitalized cancer patients accumulate dozens of routine laboratory results within the first week of admission, but these are typically used only to flag individual abnormal values, and interpretability is a prerequisite for the bedside adoption of any clinical decision-support...