Predictive Performance of Machine Learning Models for Heart Failure Readmission: A Systematic Review

<b>Background:</b> Patients with heart failure (HF) are at high risk of readmission, contributing to substantial healthcare costs. This study investigated machine learning (ML) approaches to predict HF readmissions. <b>Methods:</b> A systematic review was conducted using seve...

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Bibliographic Details

Published in:	Biomedicines
Main Authors:	Nader Alnomasy, Petelyne Pangket, Romeo Mostoles, Habib Alrashedi, Eddieson Pasay-an, Hwayoung Cho, Sharifah Alsayed, Analita Gonzales, Amal A. Mohammad Alharbi, Nuha Ayad H. Alatawi, Sheila Torres, Khulud Abudawood, Fatmah Ahmed Alamoudi
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Subjects:	heart failure machine learning models patient readmission guidelines
Online Access:	https://www.mdpi.com/2227-9059/13/9/2111