Enhancing generalization in a Kawasaki Disease prediction model using data augmentation: Cross-validation of patients from two major hospitals in Taiwan.

Kawasaki Disease (KD) is a rare febrile illness affecting infants and young children, potentially leading to coronary artery complications and, in severe cases, mortality if untreated. However, KD is frequently misdiagnosed as a common fever in clinical settings, and the inherent data imbalance furt...

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Autores principales:	Chuan-Sheng Hung, Chun-Hung Richard Lin, Jain-Shing Liu, Shi-Huang Chen, Tsung-Chi Hung, Chih-Min Tsai
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Public Library of Science (PLoS) 2024-01-01
Colección:	PLoS ONE
Acceso en línea:	https://doi.org/10.1371/journal.pone.0314995
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