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

Abstract

Authors

• XiaoLing Zou
  Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
• Yong Ren
  Artificial Intelligence Innovation Center, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China.
• HaiLing Yang
  Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
• ManMan Zou
  Department of Pulmonary and Critical Care Medicine, Dongguan People's Hospital, Dongguan, China.
• Ping Meng
  Department of Pulmonary and Critical Care Medicine, the Six Affiliated Hospital of Guangzhou Medical University, Qingyuan People's Hospital, Qingyuan, China.
• LiYi Zhang
  Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
• MingJuan Gong
  Department of Internal Medicine, Huazhou Hospital of Traditional Chinese Medicine, Huazhou, China.
• WenWen Ding
  Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China.
• Lanqing Han
  Artificial Intelligence Innovation Center, Research Institute of Tsinghua, Pearl River Delta, Guangzhou, China.
• TianTuo Zhang
  Department of Pulmonary and Critical Care Medicine, The Third Affiliated Hospital of Sun Yat-sen University, Institute of Respiratory Diseases of Sun Yat-Sen University, 600 Tianhe Road, Guangzhou, 510630, China. zhtituli@163.com.

Keywords

External Resources