Screening and staging of chronic obstructive pulmonary disease with deep learning based on chest X-ray images and clinical parameters

Screening and staging of chronic obstructive pulmonary disease with deep learning based on chest X-ray images and clinical parameters

Abstract Background Chronic obstructive pulmonary disease (COPD) is underdiagnosed with the current gold standard measure pulmonary function test (PFT). A more sensitive and simple option for early detection and severity evaluation of COPD could benefit practitioners and patients. Methods In this mu...

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Bibliographic Details
Main Authors: XiaoLing Zou, Yong Ren, HaiLing Yang, ManMan Zou, Ping Meng, LiYi Zhang, MingJuan Gong, WenWen Ding, LanQing Han, TianTuo Zhang
Format: Article
Language:English
Published: BMC 2024-03-01
Series:BMC Pulmonary Medicine
Subjects:
COPD screening
Pulmonary function test
Deep learning models
Chest X-ray
Clinical parameters
Online Access:https://doi.org/10.1186/s12890-024-02945-7

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