Interpretable chronic obstructive pulmonary disease identification using chest X-ray radiomics: a multicenter study

Abstract Objectives To construct and validate a combined model integrating chest X-ray (CXR)-based radiomic features and clinical characteristics for chronic obstructive pulmonary disease (COPD) identification, while enhancing model interpretability. Materials and methods Paired CXR images and clini...

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Autori principali:	Qian Zhou, Weihao Zhai, Taohu Zhou, Yi Wang, Xiuxiu Zhou, Xiaoqing Lin, Jie Li, Huawei Wu, Qi Dai, Yanqing Ma, Fangyi Xu, Hong Zhang, Yanming Ge, Li Fan
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	SpringerOpen 2026-03-01
Serie:	Insights into Imaging
Soggetti:	Chronic obstructive pulmonary disease (COPD) Chest X-ray (CXR) Radiomics
Accesso online:	https://doi.org/10.1186/s13244-026-02254-z
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