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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Bibliographic Details
Main Authors: Yudong Wang, Zongjin Qu, Zhengjun Dai, Yuhong Li, Yanyan Liu, Wei Wang, Lianxiang Xiao, Yi Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Neonatal respiratory distress syndrome
Radiomics
Bone suppression
Chest X-ray
Deep learning
Online Access:https://doi.org/10.1038/s41598-025-88982-6
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