Expert-Level Immunofixation Electrophoresis Image Recognition based on Explainable and Generalizable Deep Learning.

Abstract

Authors

• Honghua Hu
  Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial Peoples Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China.
• Wei Xu
  College of Food and Bioengineering, Henan University of Science and Technology, Luoyang, 471023 China.
• Ting Jiang
  School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China.
• Yuheng Cheng
  Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial Peoples Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China.
• Xiaoyan Tao
  Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial Peoples Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China.
• Wenna Liu
  Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial Peoples Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China.
• Meiling Jian
  Department of Laboratory Medicine and Sichuan Provincial Key Laboratory for Human Disease Gene Study, Sichuan Provincial Peoples Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China.
• Kang Li
  Department of Otolaryngology, Longgang Otolaryngology hospital & Shenzhen Key Laboratory of Otolaryngology, Shenzhen Institute of Otolaryngology, Shenzhen, Guangdong, China.
• Guotai Wang
  Wellcome / EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, UK.

Keywords

External Resources