Deep Learning Radiomics Nomogram Based on Multiphase Computed Tomography for Predicting Axillary Lymph Node Metastasis in Breast Cancer.

Journal: Molecular imaging and biology
Published Date:

Abstract

PURPOSE: This study aims to develop and validate a deep learning radiomics nomogram (DLRN) for prediction of axillary lymph node metastasis (ALNM) in breast cancer patients.

Authors

  • Jieqiu Zhang
    School of Public Health, Southwest Medical University, Luzhou, China.
  • Wei Yin
    Department of Radiology, The Affiliated Hospital of Southwest Medical University, Luzhou, China.
  • Lu Yang
    Division of Mood Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Xiaopeng Yao
    School of Medical Information and Engineering, Southwest Medical University, Luzhou, China. xp_yao@swmu.edu.cn.