外科理论与实践 ›› 2024, Vol. 29 ›› Issue (05): 389-395.doi: 10.16139/j.1007-9610.2024.05.04

• 专家论坛 • 上一篇    下一篇

人工智能在乳腺癌病理诊断中的应用及研究展望

笪倩, 阮淼,*, 费晓春, 王朝夫()   

  1. 上海交通大学医学院附属瑞金医院病理科,上海 200025
  • 收稿日期:2024-08-12 出版日期:2024-09-25 发布日期:2025-01-23
  • 通讯作者: 王朝夫,E-mail: wcf11956@rjh.com.cn
  • 作者简介:*共同第一作者

Application and research prospects of artificial intelligence in breast cancer pathological diagnosis

DA Qian, RUAN Miao,*, FEI Xiaochun, WANG Chaofu()   

  1. Department of Pathology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
  • Received:2024-08-12 Online:2024-09-25 Published:2025-01-23

摘要:

乳腺癌是全球女性常见的癌症之一。病理数字切片扫描仪的诞生及深度学习算法的不断迭代推动了人工智能(AI)技术在乳腺癌诊疗领域的创新。本文对当前AI在乳腺癌病理诊断中的研究及应用现状作介绍,并总结该领域遇到的挑战及未来发展方向。

关键词: 乳腺癌, 病理诊断, 人工智能

Abstract:

Breast cancer is one of the most common cancers affecting women globally. With the advent of digital pathology slide scanners and the continuous evolution of deep learning algorithms, there has been a significant advancement in the application of artificial intelligence (AI) in the diagnosis and treatment of breast cancer. This article provided an overview of the current research and application status of AI in breast cancer pathological diagnosis, and summarized the challenges encountered as well as future directions in this field.

Key words: Breast cancer, Pathology diagnosis, Artificial intelligence(AI)

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