Individualized Analysis of Nipple-Sparing Mastectomy Versus Modified Radical Mastectomy Using Deep Learning.

Journal: Cancer innovation
Published Date: Mar 26, 2025

Abstract

BACKGROUND: This study aimed to evaluate the impact of nipple-sparing mastectomy (NSM) and modified radical mastectomy (MRM) on individual survival outcomes and to assess the potential of neoadjuvant systemic therapy (NST) in reducing surgical intervention requirements.

Authors

  • Enzhao Zhu
    School of Medicine, Tongji University, Shanghai, China.
  • Linmei Zhang
    Department of Periodontics, Stomatological Hospital and Dental School of Tongji University, Shanghai Engineering Research Center of Tooth Restoration and Regeneration, Shanghai, China.
  • Pu Ai
    School of Medicine, Tongji University, Shanghai, China.
  • Jiayi Wang
    Department of Statistics, Texas A&M University.
  • Chunyu Hu
    College of Computer Science, Nankai University, Tianjin 300350, China.
  • Huiqing Pan
    School of Medicine, Tongji University, Shanghai, China.
  • Weizhong Shi
    Shanghai Hospital Development Center, Shanghai, China.
  • Ziqin Xu
    Department of Biobehavioral Sciences, Columbia University, New York, NY, United States of America.
  • Yidan Fang
    University of Warwick Coventry UK.
  • Zisheng Ai
    Department of Medical Statistics, Tongji University School of Medicine, Shanghai 200092, China.

Keywords

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