Limited Performance of Machine Learning Models Developed Based on Demographic and Laboratory Data Obtained Before Primary Treatment to Predict Coronary Aneurysms

Limited Performance of Machine Learning Models Developed Based on Demographic and Laboratory Data Obtained Before Primary Treatment to Predict Coronary Aneurysms

<b>Background/objectives</b>: Kawasaki disease is the leading cause of acquired heart disease in children within developed countries. Although treatment with intravenous immunoglobulin (IVIG) significantly reduces the incidence of coronary artery aneurysm (CAA), the risk of it persists,...

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Bibliographic Details
Main Authors: Mi-Jin Kim, Gi-Beom Kim, Dongha Yang, Yeon-Jin Jang, Jeong-Jin Yu
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Biomedicines
Subjects:
Kawasaki disease
machine learning
coronary artery aneurysm
Online Access:https://www.mdpi.com/2227-9059/13/5/1073
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