International urology and nephrology
Explainable machine learning models for early prediction of acute kidney injury after cardiac surgery.
Qing Sun, Mengqing Ma, Xia Du, Xin Wan, Changchun Cao, Xiubin Liang
Published: 202510.1007/s11255-025-04807-5
Abstract
BACKGROUND: This study aimed to develop a data-driven prediction model for cardiac surgery-associated acute kidney injury (CSA-AKI) at the end of surgery using machine learning (ML) algorithms. METHODS: We retrospectively collected clinical data from…
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