Deep Learning-based Diagnosis and Localization of Pneumothorax on Portable Supine Chest X-ray in Intensive and Emergency Medicine: A Retrospective Study.

Abstract

Authors

• Chih-Hung Wang
  National Taiwan University Hospital, Department of Emergency Medicine, Taipei, Taiwan.
• Tzuching Lin
  Institute of Applied Mathematical Sciences, National Taiwan University, No. 1, Sec. 4, Roosevelt Rd., Taipei, 106, Taiwan.
• Guanru Chen
  Institute of Applied Mathematical Sciences, National Taiwan University, No. 1, Sec. 4, Roosevelt Rd., Taipei, 106, Taiwan.
• Meng-Rui Lee
  Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan leemr@ntu.edu.tw kuopc@cs.nthu.edu.tw.
• Joyce Tay
  Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan.
• Cheng-Yi Wu
  Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan.
• Meng-Che Wu
  Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan.
• Holger R Roth
• Dong Yang
  College of Chemistry and Chemical Engineering, Shaanxi University of Science and Technology Xi'an 710021 China yangdong@sust.edu.cn.
• Can Zhao
  Ethnic Medical School, Chengdu University of Traditional Chinese Medicine, Chengdu 611131, China.
• Weichung Wang
  Graduate Program of Data Science, National Taiwan University and Academia Sinica, Taipei, Taiwan.
• Chien-Hua Huang
  Department of Emergency Medicine, National Taiwan University, 100 Taipei, Taiwan.

Keywords

External Resources