Predictive Value of Machine Learning for Mortality Risk in Acute Pancreatitis

Machine learning demonstrates excellent accuracy in predicting the mortality of AP. This offers a reference for updating or creating a simple clinical prediction tool.

Authors

Hualei Chen (ORCID: https://orcid.org/0009-0002-7436-5996)
Xiao‐Ming Xu (ORCID: https://orcid.org/0000-0002-7229-0081)
Yuanyuan Ding
Guobin Wang (ORCID: https://orcid.org/0000-0002-6497-1741)

Institutions

Jining First People's Hospital (CN)

Publication Details

Journal: Journal of Clinical Gastroenterology
Published: 2025-12-12
DOI: https://doi.org/10.1097/mcg.0000000000002313
Primary Topic: Pancreatitis Pathology and Treatment
Type: article
Field-Weighted Citation Impact: 0.00

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article

Predictive Value of Machine Learning for Mortality Risk in Acute Pancreatitis

Hualei Chen, Xiao‐Ming Xu, Yuanyuan Ding, Guobin Wang

Dec 12, 2025

Journal of Clinical Gastroenterology

Pancreatitis Pathology and Treatment

article

Predictive Value of Machine Learning for Mortality Risk in Acute Pancreatitis

Hualei Chen, Xiao‐Ming Xu, Yuanyuan Ding, Guobin Wang

December 12, 2025article en

Abstract

Machine learning demonstrates excellent accuracy in predicting the mortality of AP. This offers a reference for updating or creating a simple clinical prediction tool.

Journal of Clinical GastroenterologyVol. 60(4)

Jining First People's Hospital (CN)

Openalex Percentile: Top 40%

Pancreatitis Pathology and Treatment

DOI Source OpenAlex

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Predictive Value of Machine Learning for Mortality Risk in Acute Pancreatitis — Hualei Chen, Xiao‐Ming Xu, et al. · Journal of Clinical Gastroenterology (2025) | TGRS Research Map | TGRS