Predicting postoperative pulmonary infection risk in patients with diabetes using machine learning

Predicting postoperative pulmonary infection risk in patients with diabetes using machine learning

BackgroundPatients with diabetes face an increased risk of postoperative pulmonary infection (PPI). However, precise predictive models specific to this patient group are lacking.ObjectiveTo develop and validate a machine learning model for predicting PPI risk in patients with diabetes.MethodsThis re...

Full description

Saved in:
Bibliographic Details
Main Authors: Chunxiu Zhao, Bingbing Xiang, Jie Zhang, Pingliang Yang, Qiaoli Liu, Shun Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Physiology
Subjects:
diabetes mellitus
postoperative pulmonary infection
machine learning
risk prediction
Ada Boost classifier
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2024.1501854/full
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.frontiersin.org/articles/10.3389/fphys.2024.1501854/full

Similar Items