[Establishment of a deep feature-based classification model for distinguishing benign and malignant breast tumors on full-filed digital mammography].

Journal: Nan fang yi ke da xue xue bao = Journal of Southern Medical University
Published Date:

Abstract

OBJECTIVE: To develop a deep features-based model to classify benign and malignant breast lesions on full- filed digital mammography.

Authors

  • Cuixia Liang
    Department of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • Mingqiang Li
    Department of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • Zhaoying Bian
  • Wenbing Lv
    Department of Biomedical Engineering, Southern Medical University, Guangzhou 510515, China.
  • Dong Zeng
  • Jianhua Ma