Using machine learning models based on cardiac magnetic resonance parameters to predict the prognostic in children with myocarditis

Abstract Objective To develop machine learning (ML) models incorporating explanatory cardiac magnetic resonance (CMR) parameters for predicting the prognosis of myocarditis in pediatric patients. Materials and methods 77 patients with pediatric myocarditis diagnosed clinically between January 2020 a...

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Bibliographic Details
Main Authors: Dongliang Hu, Manman Cui, Xueke Zhang, Yuanyuan Wu, Yan Liu, Duchang Zhai, Wanliang Guo, Shenghong Ju, Guohua Fan, Wu Cai
Format: Article
Language:English
Published: BMC 2025-05-01
Series:BMC Pediatrics
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Online Access:https://doi.org/10.1186/s12887-025-05753-y
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