Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging.

Abstract

Authors

• Nai-Ming Cheng
  Department of Nuclear Medicine, Chang Gung Memorial Hospital, Keelung, and Chang Gung University, Taoyuan City, Taiwan, ROC.
• Jiawen Yao
  PAII Inc., Bethesda, Maryland.
• Jinzheng Cai
  Department of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA.
• Xianghua Ye
  Department of Radiotherapy, The First Affiliated Hospital, Zhejiang University, Zhejiang, Hangzhou, China.
• Shilin Zhao
  Departments of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.
• Kui Zhao
  Department of PET Center, The First Affiliated Hospital, Zhejiang University, Hangzhou, Zhejiang, China.
• Wenlan Zhou
  NanFang PET Center, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
• Isabella Nogues
• Yuankai Huo
  Vanderbilt University, Nashville, TN 37212, USA.
• Chun-Ta Liao
  Department of Otorhinolaryngology, Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Hung-Ming Wang
  Department of Medical Oncology, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Chien-Yu Lin
  Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou, Chang Gung University, Taoyuan, Taiwan.
• Li-Yu Lee
  Department of Pathology, Linkou Chang Gung Memorial Hospital and Chang Gung University, Taoyuan City, Taiwan, ROC.
• Jing Xiao
  Xiyuan Hospital, China Academy of Chinese Medical Sciences(CACMS), Beijing, China.
• Le Lu
• Ling Zhang
• Tzu-Chen Yen
  Molecular Imaging Center, Chang Gung Memorial Hospital, Linkou, Taoyuan, Taiwan.

Keywords

External Resources