Artificial Intelligence and Machine Learning in Pediatric Cardiology

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ORIGINAL RESEARCH

Published on 06 Jan 2026

A diagnostic prediction model was established based on the clinical characteristics of multicenter children with Kawasaki disease in Xinjiang

Muqing Niu
Zhaotang Lin
Fengling Zhang
Yonglin Chen
Li Zhang
Jinyong Pan
Cailing Chen
Hongbin Yang
Lian Mao
4 more
Jing Lv

doi 10.3389/fcvm.2025.1608572

711 views

OPINION

Published on 30 Jun 2025

Artificial intelligence in pediatrics: promise, peril, and the path ahead

Stefan Kurath-Koller

doi 10.3389/fped.2025.1631521

2,735 views

ORIGINAL RESEARCH

Published on 26 May 2025

Development and validation of a machine learning model for in-hospital mortality prediction in children under 5 years with heart failure

Huasheng Lv
Fengyu Sun
Teng Yuan
Haoliang Shen
Lazaiyi Baheti
You Chen

doi 10.3389/fped.2025.1608334

1,728 views

ORIGINAL RESEARCH

Published on 12 Mar 2025

A universal model for predicting coronary artery lesions in subgroups of kawasaki disease in China: based on cluster analysis

Chuxiong Gong
Feng Li
Zhongjian Su
Yanan Fu
Xing Zhang
Qinhong Li
Xiaomei Liu
Lili Deng

doi 10.3389/fcvm.2025.1532768

1,508 views

ORIGINAL RESEARCH

Published on 06 Feb 2025

Explainable machine learning model for predicting decline in platelet count after interventional closure in children with patent ductus arteriosus

Song-Yue Zhang
Yi-Dong Zhang
Hao Li
Qiao-Yu Wang
Qiao-Fang Ye
Xun-Min Wang
Tian-He Xia
Yue-E He
Xing Rong
1 more
Rong-Zhou Wu

doi 10.3389/fped.2025.1519002

1,129 views
1 citation

ORIGINAL RESEARCH

Published on 14 Jan 2025

Establishment and validation of a nomogram for coronary artery lesions in children with Kawasaki disease

Chong Hu
Xiao Yan
Henglian Song
Qin Dong
Changying Yi
Jianzhi Li
Xin Lv

doi 10.3389/fcvm.2024.1522473

1,315 views
2 citations

ORIGINAL RESEARCH

Published on 18 Oct 2023

Novel hub genes and regulatory network related to ferroptosis in tetralogy of Fallot

Yu Wang
Junjie Yang
Jieru Lu
Qingjie Wang
Jian Wang
Jianyuan Zhao
Yuqiang Huang
Kun Sun

doi 10.3389/fped.2023.1177993

2,047 views

ORIGINAL RESEARCH

Published on 11 Sep 2023

The development and validation of an artificial intelligence-based screening method for atrial septal defect in children's chest x-rays

Li Zhixin
Luo Gang
Ji Zhixian
Pan Silin

doi 10.3389/fped.2023.1203933

2,241 views
2 citations

ORIGINAL RESEARCH

Published on 23 May 2023

Development of an AI based automated analysis of pediatric Apple Watch iECGs

L. Teich
D. Franke
A. Michaelis
I. Dähnert
R. A. Gebauer
F. Markel
C. Paech

doi 10.3389/fped.2023.1185629

3,354 views
7 citations

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Frontiers in Pediatrics

Frontiers in Pediatrics

Pediatric Cardiology

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Frontiers in Cardiovascular Medicine
- Pediatric Cardiology
- 2.9 impact factor
- 5.5 citescore

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