Automated abnormality classification of chest radiographs using deep convolutional neural networks.

Tang, Yu-Xing; Tang, You-Bao; Peng, Yifan; Yan, Ke; Bagheri, Mohammadhadi; Redd, Bernadette A; Brandon, Catherine J; Lu, Zhiyong; Han, Mei; Xiao, Jing; Summers, Ronald M

Tang, Yu-Xing; Tang, You-Bao; Peng, Yifan; Yan, Ke; Bagheri, Mohammadhadi; Redd, Bernadette A; Brandon, Catherine J; Lu, Zhiyong; Han, Mei; Xiao, Jing; Summers, Ronald M.

Afiliação

Tang YX; 1Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD 20892 USA.
Tang YB; 1Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD 20892 USA.
Peng Y; 2National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894 USA.
Yan K; 1Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD 20892 USA.
Bagheri M; 3Clinical Image Processing Service, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD 20892 USA.
Redd BA; 4Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD 20892 USA.
Brandon CJ; 5Department of Radiology, University of Michigan, Ann Arbor, MI 48109 USA.
Lu Z; 2National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894 USA.
Han M; PAII Inc, Palo Alto, CA 94306 USA.
Xiao J; Ping An Technology, Shenzhen, Guangdong 518029 China.
Summers RM; 1Imaging Biomarkers and Computer-Aided Diagnosis Laboratory, Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, MD 20892 USA.