Predicting muscle invasion in bladder cancer by deep learning analysis of MRI: comparison with vesical imaging-reporting and data system.

Abstract

Authors

• Jianpeng Li
  Department of Cardiology, Taizhou Second People's Hospital, The Affiliated Taizhou Second People's Hospital of Yangzhou University, Taizhou, China.
• Kangyang Cao
  Medical AI Lab, School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, China.
• Hongxin Lin
  Key Laboratory of OptoElectronic Science and Technology for Medicine of Ministry of Education and Fujian Provincial Key Laboratory of Photonics Technology, Fujian Normal University, Fuzhou, P.R. China.
• Lei Deng
  1] Center for Brain Inspired Computing Research (CBICR), Department of Precision Instrument, Tsinghua University, Beijing 100084, China [2] Optical Memory National Engineering Research Center, Department of Precision Instrument, Tsinghua University, Beijing 100084, China.
• Shuiqing Yang
  School of Information Management and Engineering, Zhejiang University of Finance and Economics, Hangzhou, Zhejiang, People's Republic of China.
• Yun Gao
  The Cancer Research Institute, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China.
• Manqiu Liang
  Department of Radiology, Affiliated Dongguan Hospital, Southern Medical University, Dongguan, Guangdong, China.
• Chuxuan Lin
  Medical AI Lab, School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, China.
• Weijing Zhang
  Imaging Department, Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.
• Chuanmiao Xie
  Department of Radiology, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China.
• Kunlin Zhang
  Department of Radiology, Affiliated Dongguan Hospital, Southern Medical University, Dongguan, Guangdong, China.
• Jiexin Luo
  Department of Urology, Affiliated Dongguan Hospital, Southern Medical University, Dongguan, Guangdong, China.
• Zhaohong Pan
  Medical AI Lab, School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, China.
• Peiyan Yue
  Medical AI Lab, School of Biomedical Engineering, Health Science Centre, Shenzhen University, Shenzhen, China.
• Yujian Zou
  Department of Radiology, The People's Hospital of Dongguan, Dongguan, Guangdong, China.
• Bingsheng Huang
  School of Biomedical Engineering, Shenzhen University Health Sciences Center, Shenzhen, Guangdong 518060, P.R.China.

Keywords

External Resources