A novel MRI-based deep learning networks combined with attention mechanism for predicting CDKN2A/B homozygous deletion status in IDH-mutant astrocytoma.

Abstract

Authors

• Liqiang Zhang
  Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
• Rui Wang
  Department of Clinical Laboratory Medicine Center, Inner Mongolia Autonomous Region People's Hospital, Hohhot, Inner Mongolia, China.
• Jueni Gao
  Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.
• Yi Tang
  Department of Nephrology, Institute of Nephrology, West China Hospital of Sichuan University, Chengdu, China.
• Xinyi Xu
  School of Micro-Nano Electronics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 310027, China.
• Yubo Kan
  School of Medical and Life Sciences, Chengdu University of Traditional Chinese Medicine, Chengdu, China.
• Xu Cao
• Zhipeng Wen
  Department of Radiology, Sichuan Cancer Hospital, Chengdu, China.
• Zhi Liu
• Shaoguo Cui
  College of Computer Science and Engineering, Chongqing University of Technology, Chongqing 400054, China.
• Yongmei Li
  Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.

Keywords

External Resources