Prediction of Disease-Free Survival in Breast Cancer using Deep Learning with Ultrasound and Mammography: A Multicenter Study.

Journal: Clinical breast cancer
Published Date: Jan 17, 2024

Abstract

BACKGROUND: Breast cancer is a leading cause of cancer morbility and mortality in women. The possibility of overtreatment or inappropriate treatment exists, and methods for evaluating prognosis need to be improved.

Authors

  • Junqi Han
    Department of Breast Imaging, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China.
  • Hui Hua
    Department of Thyroid Surgery, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China.
  • Jie Fei
    Department of Breast Imaging, The Affiliated Hospital of Qingdao University, Qingdao, People's Republic of China.
  • Jingjing Liu
    School of Electro-Mechanical Engineering, Xidian University, Xi'an 710071, China.
  • Yijun Guo
  • Wenjuan Ma
    Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin's Clinical Research Center for Cancer, Huanhuxi Road, Hexi District, Tianjin 300060, China. Electronic address: mawenjuan2008@163.com.
  • Jingjing Chen
    Department of Cardiovascular Medicine, Affiliated Hospital of Guizhou Medical University, Guiyang, China.

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