Predictors of intradialytic hypotension in critically ill patients undergoing kidney replacement therapy: a systematic review.

ABSTRACT:

Background

This systematic review aims to identify predictors of intradialytic hypotension (IDH) in critically ill patients undergoing kidney replacement therapy (KRT) for acute kidney injury (AKI).

Methods

A comprehensive search of PubMed was conducted from 2002 to April 2024. Studies included critically ill adults undergoing KRT for AKI, excluding pediatric patients, non-critically ill individuals, those with chronic kidney disease, and those not undergoing KRT. The primary outcome was identifying predictive tools for hypotensive episodes during KRT sessions.

Results

The review analyzed data from 8 studies involving 2873 patients. Various machine learning models were assessed for their predictive accuracy. The Extreme Gradient Boosting Machine (XGB) model was the to

SUBMITTER: Lyrio RMC 

PROVIDER: S-EPMC11582124 | biostudies-literature | 2024 Nov

REPOSITORIES: biostudies-literature