To Establish an Early Prediction Model for Acute Respiratory Distress Syndrome in Severe Acute Pancreatitis Using Machine Learning Algorithm

To Establish an Early Prediction Model for Acute Respiratory Distress Syndrome in Severe Acute Pancreatitis Using Machine Learning Algorithm

Objective: To develop binary and quaternary classification prediction models in patients with severe acute pancreatitis (SAP) using machine learning methods, so that doctors can evaluate the risk of patients with acute respiratory distress syndrome (ARDS) and severe ARDS at an early stage. Methods:...

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Bibliographic Details
Main Authors: Wanyue Zhang, Yongjian Chang, Yuan Ding, Yinnan Zhu, Yawen Zhao, Ruihua Shi
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Journal of Clinical Medicine
Subjects:
acute respiratory distress syndrome
acute severe pancreatitis
machine learning
artificial neural network
Online Access:https://www.mdpi.com/2077-0383/12/5/1718

Internet

https://www.mdpi.com/2077-0383/12/5/1718

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