Prediction of Multiple Organ Failure Complicated by Moderately Severe or Severe Acute Pancreatitis Based on Machine Learning: A Multicenter Cohort Study

• Main Authors: Fumin Xu (Author), Xiao Chen (Author), Chenwenya Li (Author), Jing Liu (Author), Qiu Qiu (Author), Mi He (Author), Jingjing Xiao (Author), Zhihui Liu (Author), Bingjun Ji (Author), Dongfeng Chen (Author), Kaijun Liu (Author)
• Format: Book
• Published: Hindawi Limited, 2021-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Background. Multiple organ failure (MOF) may lead to an increased mortality rate of moderately severe (MSAP) or severe acute pancreatitis (SAP). This study is aimed to use machine learning to predict the risk of MOF in the course of disease. Methods. Clinical and laboratory features with significant...