Study on the differential diagnosis of benign and malignant breast lesions using a deep learning model based on multimodal images.

Journal: Journal of cancer research and therapeutics
Published Date:

Abstract

OBJECTIVE: To establish a multimodal model for distinguishing benign and malignant breast lesions.

Authors

  • Yanan Du
    Department of Biomedical Engineering, School of Medicine, Tsinghua-Peking Center for Life Sciences, Tsinghua University, Beijing, 100084, China.
  • Dawei Wang
    Institute of Advanced Research, Infervision Medical Technology Co., Ltd, Beijing, China.
  • Menghan Liu
    Department of Health Management, The First Affiliated Hospital of Shandong First Medical University and Qianfoshan Hospital, Jinan City, Shandong Province, China.
  • Xiaodong Zhang
    The Center of Psychosomatic Medicine, Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 611731, China.
  • Wanqing Ren
    Postgraduate Department, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan City, Shandong Province, China.
  • Jingxiang Sun
    Postgraduate Department, Shandong First Medical University (Shandong Academy of Medical Sciences), Jinan City, Shandong Province, China.
  • Chao Yin
    School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, 350108, China.
  • Shiwei Yang
    Department of Anorectal Surgery, The First Affiliated Hospital of Shandong First Medical University and Qianfoshan Hospital, Jinan City, Shandong Province, China.
  • Li Zhang
    Department of Animal Nutrition and Feed Science, College of Animal Science and Technology, Huazhong Agricultural University, Wuhan 430070, China.