Zijian Zeng

1 month ago | digitalcommons.library.tmc.edu | Christopher Ryan |Zijian Zeng |Subhasis Chatterjee |Matthew Wall

OBJECTIVE: Acute kidney injury after cardiac surgery increases morbidity and mortality. Diagnosis relies on oliguria or increased serum creatinine, which develop 48 to 72 hours after injury. We hypothesized machine learning incorporating preoperative, operative, and intensive care unit data could dynamically predict acute kidney injury before conventional identification.