A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images

作者：Guangyu Wang, Xiaohong Liu, Jun Shen, Chengdi Wang, Zhihuan Li, Linsen Ye, Xingwang Wu, Ting Chen, Kai Wang, Xuan Zhang, Zhongguo Zhou, Jian Yang, Ye Sang, Ruiyun Deng, Wenhua Liang, Tao Yu, Ming Gao, Jin Wang, Zehong Yang, Huimin Cai, Guangming Lu, Lingyan Zhang, Lei Yang, W. Xu, Winston Wang, Andrea Olvera, Ian Ziyar, Charlotte Zhang, Oulan Li, Weihua Liao, Jun Liu, Wen Chen, Wei Chen, Jichan Shi, Lianghong Zheng, Long Jiang Zhang, Zhihan Yan, Xiaoguang Zou, Guiping Lin, Guiqun Cao, Laurance L. Lau, Long Mo, Yong Liang, Michael Roberts, Evis Sala, Carola‐Bibiane Schönlieb, Manson Fok, Johnson Yiu‐Nam Lau, Tao Xu, Jianxing He, Kang Zhang, Weimin Li, Tianxin Lin · 发表于：Nature Biomedical Engineering · 年份：2021 · DOI：10.1038/s41551-021-00704-1 · 被引用次数：197 · 研究领域：COVID-19 diagnosis using AI、AI in cancer detection、Radiomics and Machine Learning in Medical Imaging