A Deep Learning Model for Predicting Molecular Subtype of Breast Cancer by Fusing Multiple Sequences of DCE-MRI From Two Institutes.

Abstract

Authors

• Xiaoyang Xie
  Xi'an Key Lab of Radiomics and Intelligent Perception, School of Information Science and Technology, Northwest University, Xi'an, 710069, Shaanxi, China.
• Haowen Zhou
  Department of Statistics, University of Illinois Urbana-Champaign, 725 South Wright Street, Champaign, IL, USA.
• Mingze Ma
  Xi'an Key Lab of Radiomics and Intelligent Perception, School of Information Science and Technology, Northwest University, Xi'an 710127, Shaanxi, China.
• Ji Nie
  Xi'an Key Lab of Radiomics and Intelligent Perception, School of Information Science and Technology, Northwest University, Xi'an 710127, Shaanxi, China.
• Weibo Gao
  Department of Radiology, Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, Shannxi, China.
• Jinman Zhong
  Department of Radiology, Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an 710004, Shannxi, China.
• Xin Cao
  Zhongshan Hospital, Institute of Clinical Science, Shanghai Medical College, Fudan University, Shanghai 200032, China.
• Xiaowei He
• Jinye Peng
• Yuqing Hou
  Xi'an Key Lab of Radiomics and Intelligent Perception, School of Information Science and Technology, Northwest University, Xi'an, 710069, Shaanxi, China. houyuqin@nwu.edu.cn.
• Fengjun Zhao
  Xi'an Key Lab of Radiomics and Intelligent Perception, School of Information Science and Technology, Northwest University, Xi'an, 710069, Shaanxi, China. fjzhao@nwu.edu.cn.
• Xin Chen
  University of Nottingham, Nottingham, United Kingdom.

Keywords

External Resources