Early prognosis prediction for non-variceal upper gastrointestinal bleeding in the intensive care unit: based on interpretable machine learning

Abstract Introduction This study aims to construct a mortality prediction model for patients with non-variceal upper gastrointestinal bleeding (NVUGIB) in the intensive care unit (ICU), employing advanced machine learning algorithms. The goal is to identify high-risk populations early, contributing...

Full description

Bibliographic Details
Main Authors: Xiaoxu Zhao, Shuxing Wei, Yujie Pan, Kunlong Qu, Guanghao Yan, Xiya Wang, Yuguo Song
Format: Article
Language:English
Published: BMC 2024-08-01
Series:European Journal of Medical Research
Online Access:https://doi.org/10.1186/s40001-024-02005-0