Rib suppression-based radiomics for diagnosis of neonatal respiratory distress syndrome in chest X-rays

Rib suppression-based radiomics for diagnosis of neonatal respiratory distress syndrome in chest X-rays

Abstract This study aims to refine a radiomics-based diagnostic approach for detecting neonatal respiratory distress syndrome (NRDS) and examines the influence of rib suppression on the diagnostic precision of radiomics models using neonatal chest X-ray (CXR) images. A total of 138 CXR images were c...

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Detalhes bibliográficos
Principais autores: Yudong Wang, Zongjin Qu, Zhengjun Dai, Yuhong Li, Yanyan Liu, Wei Wang, Lianxiang Xiao, Yi Zhang
Formato: Artigo
Idioma:English
Publicado em: Nature Portfolio 2025-02-01
coleção:Scientific Reports
Assuntos:
Neonatal respiratory distress syndrome
Radiomics
Bone suppression
Chest X-ray
Deep learning
Acesso em linha:https://doi.org/10.1038/s41598-025-88982-6

Internet

https://doi.org/10.1038/s41598-025-88982-6

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