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

• मुख्य लेखकों: Fumin Xu (लेखक), Xiao Chen (लेखक), Chenwenya Li (लेखक), Jing Liu (लेखक), Qiu Qiu (लेखक), Mi He (लेखक), Jingjing Xiao (लेखक), Zhihui Liu (लेखक), Bingjun Ji (लेखक), Dongfeng Chen (लेखक), Kaijun Liu (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: Hindawi Limited, 2021-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...