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Development and validation of an explainable machine learning model for predicting multiple organ failure in patients with acute pancreatitis: a multicenter cohort study

Article C Peer reviewed Observational

Key takeaways

This study built a computer model to predict if people with severe pancreatitis will have organ failure. It tested the model on past patient data. It shows the model can find patterns, but it is not a new treatment. It is a tool for doctors to use.

Who did this work

Yi Hao (Shanxi Medical University) · Yi Wang (Shanxi Medical University) · Qinyang Du (Shanxi Medical University) · Rongshen Guan (Shanxi Medical University) · Qirui Zhang (Shanxi Medical University) · Gaopeng Li (Shanxi Medical University)

Source

Article · OpenAlex, CKD works · 2026-10-06
https://doi.org/10.1186/s40001-026-05298-5