A deep learning-based model for screening and staging pneumoconiosis

A deep learning-based model for screening and staging pneumoconiosis

Abstract This study aims to develop an artificial intelligence (AI)-based model to assist radiologists in pneumoconiosis screening and staging using chest radiographs. The model, based on chest radiographs, was developed using a training cohort and validated using an independent test cohort. Every i...

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Bibliographic Details
Main Authors: Liuzhuo Zhang, Ruichen Rong, Qiwei Li, Donghan M. Yang, Bo Yao, Danni Luo, Xiong Zhang, Xianfeng Zhu, Jun Luo, Yongquan Liu, Xinyue Yang, Xiang Ji, Zhidong Liu, Yang Xie, Yan Sha, Zhimin Li, Guanghua Xiao
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-020-77924-z

Internet

https://doi.org/10.1038/s41598-020-77924-z

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