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Toward clinical implementation of interpretable machine learning for early risk stratification in acute pancreatitis

Yicheng Huang1, Zichen Yu2

  • 1The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Zhejiang, China.

Digestive and Liver Disease : Official Journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver
|January 13, 2026
PubMed
Abstract

No abstract available in PubMed .

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Acute Pancreatitis II: Clinical Manifestations and Management01:30

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Acute pancreatitis presents a complex medical emergency characterized by rapid onset inflammation of the pancreas, demanding timely diagnosis and management to prevent complications. The condition primarily manifests through severe upper abdominal pain that often radiates to the back. This pain intensifies following the consumption of fatty foods. Accompanying symptoms such as nausea, vomiting, abdominal distention, fever, dyspnea, cyanosis, and jaundice can vary in intensity but significantly...
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The management of chronic pancreatitis is multifaceted, involving a comprehensive approach that includes thorough assessment, diagnostic testing, and a variety of management strategies.
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Pancreatitis is inflammation of the pancreas, an organ located behind the stomach. It can be either acute or chronic.
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