Xiangrong Zhao

Interpretable machine learning model for early prediction of deep vein thrombosis in elderly ICU patients: multicenter development and external validation

Abstract Background Deep vein thrombosis (DVT) is a frequent complication in elderly intensive care unit (ICU) patients, while reliable prediction tools for this population remain limited. This study aimed to develop and externally validate an interpretable machine learning model...