A simple machine learning model for the prediction of acute kidney injury following noncardiac surgery in geriatric patients: a prospective cohort study

Abstract Background Surgery in geriatric patients often poses risk of major postoperative complications. Acute kidney injury (AKI) is a common complication following noncardiac surgery and is associated with increased mortality. Early identification of geriatric patients at high risk of AKI could fa...

Full description

Bibliographic Details
Published in:BMC Geriatrics
Main Authors: Xiran Peng, Tao Zhu, Qixu Chen, Yuewen Zhang, Ruihao Zhou, Ke Li, Xuechao Hao
Format: Article
Language:English
Published: BMC 2024-06-01
Subjects:
Acute kidney injury
Noncardiac surgery
Geriatric assessment
Risk assessment
Machine learning
Online Access:https://doi.org/10.1186/s12877-024-05148-1

Internet

https://doi.org/10.1186/s12877-024-05148-1

Similar Items