Machine Learning-Based Prediction of Acute Kidney Injury Following Pediatric Cardiac Surgery: Model Development and Validation Study

• Main Authors: Xiao-Qin Luo (Author), Yi-Xin Kang (Author), Shao-Bin Duan (Author), Ping Yan (Author), Guo-Bao Song (Author), Ning-Ya Zhang (Author), Shi-Kun Yang (Author), Jing-Xin Li (Author), Hui Zhang (Author)
• Format: Book
• Published: JMIR Publications, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundCardiac surgery-associated acute kidney injury (CSA-AKI) is a major complication following pediatric cardiac surgery, which is associated with increased morbidity and mortality. The early prediction of CSA-AKI before and immediately after surgery could significantly improve the implementat...