Mortality prediction of heart transplantation using machine learning models: a systematic review and meta-analysis

Mortality prediction of heart transplantation using machine learning models: a systematic review and meta-analysis

IntroductionMachine learning (ML) models have been increasingly applied to predict post-heart transplantation (HT) mortality, aiming to improve decision-making and optimize outcomes. This systematic review and meta-analysis evaluates the performance of ML algorithms in predicting mortality and explo...

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Main Authors: Ida Mohammadi, Setayesh Farahani, Asal Karimi, Saina Jahanian, Shahryar Rajai Firouzabadi, Mohammadreza Alinejadfard, Alireza Fatemi, Bardia Hajikarimloo, Mohammadhosein Akhlaghpasand
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Artificial Intelligence
Subjects:
heart transplant
machine learning
mortality
artificial intelligence
heart failure
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2025.1551959/full
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