Fully automated segmentation and radiomics feature extraction of hypopharyngeal cancer on MRI using deep learning.

Abstract

Authors

• Yu-Chun Lin
  Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Gigin Lin
  Department of Medical Imaging and Intervention, Imaging Core Laboratory, Institute for Radiological Research, Chang Gung Memorial Hospital at Linkou, Taoyuan, Taiwan.
• Sumit Pandey
  Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital at Linkou, 5 Fuhsing St., Guishan, Taoyuan, 33382, Taiwan.
• Chih-Hua Yeh
  Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Jiun-Jie Wang
  Department of Medical Imaging and Radiological Sciences, Chang Gung University, Taoyuan, Taiwan.
• Chien-Yu Lin
  Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Tsung-Ying Ho
  Departments of Nuclear Medicine and Molecular Imaging Center, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Sheung-Fat Ko
  Department of Medical Imaging and Radiological Sciences, Chang Gung University, Taoyuan, Taiwan.
• Shu-Hang Ng
  Department of Medical Imaging and Intervention, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.

Keywords

External Resources