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Detection of coronary lesions in Kawasaki disease by Scaled-YOLOv4 with HarDNet backbone

INTRODUCTION: Kawasaki disease (KD) may increase the risk of myocardial infarction or sudden death. In children, delayed KD diagnosis and treatment can increase coronary lesions (CLs) incidence by 25% and mortality by approximately 1%. This study focuses on the use of deep learning algorithm-based K...

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Detalles Bibliográficos
Autores principales: Kuo, Ho-Chang, Chen, Shih-Hsin, Chen, Yi-Hui, Lin, Yu-Chi, Chang, Chih-Yung, Wu, Yun-Cheng, Wang, Tzai-Der, Chang, Ling-Sai, Tai, I-Hsin, Hsieh, Kai-Sheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895373/
https://www.ncbi.nlm.nih.gov/pubmed/36741838
http://dx.doi.org/10.3389/fcvm.2022.1000374