Analyzing Key Predictors of Postoperative Delirium Following Coronary Artery Bypass Grafting and Aortic Valve Replacement: A Machine Learning Perspective

Analyzing Key Predictors of Postoperative Delirium Following Coronary Artery Bypass Grafting and Aortic Valve Replacement: A Machine Learning Perspective

<i>Background and Objectives</i>: Postoperative delirium (POD) is a frequent and severe complication following cardiac surgery, particularly in high-risk patients undergoing coronary artery bypass grafting (CABG) and aortic valve replacement (AVR). Despite extensive research, predicting...

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Main Authors: Marija Stošić, Velimir Perić, Dragan Milić, Milan Lazarević, Jelena Živadinović, Vladimir Stojiljković, Aleksandar Kamenov, Aleksandar Nikolić, Mlađan Golubović
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Medicina
Subjects:
postoperative delirium
coronary artery bypass
aortic valve replacement
predictive modeling
machine learning
Online Access:https://www.mdpi.com/1648-9144/61/5/883
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