Deep learning for patient-specific quality assurance of volumetric modulated arc therapy: Prediction accuracy and cost-sensitive classification performance.

Abstract

Authors

• Guangjun Li
  Department of Radiation Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China. gjnick829@sina.com.
• Lian Duan
  Department of Medical Informatics, Nantong University, Nantong, Jiangsu, China.
• Lizhang Xie
  Machine Intelligence Laboratory, College of Computer Science, Sichuan University, Chengdu 610065, China.
• Ting Hu
  Memorial University of Newfoundland, St. John's, Canada.
• Weige Wei
  Department of Radiation Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China.
• Long Bai
  State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing 400044, China. bailong@cqu.edu.cn.
• Qing Xiao
  Department of Radiation Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China.
• Wenjie Liu
  School of Chemical Science and Engineering, Tongji University, 1239 Siping Rd, Shanghai, 200092, PR China. tmyao@tongji.edu.cn ao.huang@tcichemicals.com.
• Lei Zhang
  Division of Gastroenterology, Union Hospital, Tongji Medical College Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Sen Bai
  Department of Radiotherapy, West China Hospital, Sichuan University, Chengdu, PR China. Electronic address: baisen@scu.edu.cn.
• Zhang Yi

Keywords

External Resources