Deep learning with convolutional neural network in the assessment of breast cancer molecular subtypes based on US images: a multicenter retrospective study.

Abstract

Authors

• Meng Jiang
  Affiliated Hospital of Nanjing University of TCM, Jiangsu Provincial Hospital of TCM, Nanjing 210029,China.
• Di Zhang
  College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
• Shi-Chu Tang
  Department of Medical Ultrasound, Hunan Cancer Hospital/The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
• Xiao-Mao Luo
  Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China.
• Zhi-Rui Chuan
  Department of Medical Ultrasound, Yunnan Cancer Hospital & The Third Affiliated Hospital of Kunming Medical University, Kunming, 650118, China.
• Wen-Zhi Lv
  Department of Artificial Intelligence, Julei Technology Company, Wuhan, 430030, China.
• Fan Jiang
  Department of Medical Ultrasound, The Second Hospital of Anhui Medical University, Hefei, China.
• Xue-Jun Ni
  Department of Medical Ultrasound, Affiliated Hospital of Nantong University, Nantong, China.
• Xin-Wu Cui
  Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
• Christoph F Dietrich
  Sino-German Tongji-Caritas Research Center of Ultrasound in Medicine, Department of Medical Ultrasound, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei Province, China.

Keywords

External Resources