Utilizing imbalanced electronic health records to predict acute kidney injury by ensemble learning and time series model

Wang, Y; Wei, YK; Yang, H; Li, JW; Zhou, YB; Wu, Q

Wu, Q (corresponding author), Sichuan Univ, West China Hosp, Dept Crit Care Med, Chengdu, Peoples R China.

BMC MEDICAL INFORMATICS AND DECISION MAKING, 2020; 20 (1):

Abstract

Background Acute Kidney Injury (AKI) is a shared complication among Intensive Care Unit (ICU), marked by high cost, high morbidity and high mortality.......

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