Development of a Deep Learning-Based Model for Diagnosing Breast Nodules With Ultrasound.

Journal: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine
Published Date: Aug 8, 2020

Abstract

OBJECTIVES: Artificial intelligence (AI) has been an important addition to medicine. We aimed to explore the use of deep learning (DL) to distinguish benign from malignant lesions with breast ultrasound (BUS).

Authors

  • Jianming Li
    Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
  • Yunyun Bu
    Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
  • Shuqiang Lu
    Department of Computer Science and Technology, Tsinghua University, Beijing, China.
  • Hao Pang
    School of Software, Beijing University of Posts and Telecommunications, Beijing, China.
  • Chang Luo
    Department of Computer Science and Technology, Tsinghua University, Beijing, China.
  • Yujiang Liu
    Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China.
  • Linxue Qian
    Department of Ultrasound, Beijing Friendship Hospital, Capital Medical University, Beijing 100050, China.

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