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Ruizhuo Xu on Muck Rack

Ruizhuo Xu

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Articles

Machine learning to predict moderate-to-severe AKI in ICU acute pancreatitis patients

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By Huiying Sun, Haodong Yang, Ruishu An, Ruizhuo Xu, Huiyuan Huang
| Nature Verified
Abstract Acute kidney injury (AKI) is a serious complication in intensive care unit (ICU) patients with acute pancreatitis (AP), and moderate-to-severe AKI requires early clinical attention. This study developed and externally validated an interpretable machine learning model for early ICU risk stratification of moderate-to-severe AKI identified during the ICU stay, using clinical information available within 24 h after ICU admission.
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