The Affiliated Lihuili Hospital of Ningbo University, Ningbo, 315000, Zhejiang, China.
J Cancer Res Clin Oncol. 2023 Nov;149(17):16179-16190. doi: 10.1007/s00432-023-05337-2. Epub 2023 Sep 1.
Breast cancer is one of the most common cancers and is one of the leading causes of cancer-related deaths in women worldwide. Early diagnosis and treatment are the key for a favorable prognosis. The application of artificial intelligence technology in the medical field is increasingly extensive, including image analysis, automated diagnosis, intelligent pharmaceutical system, personalized treatment and so on. AI-based breast cancer imaging, pathology and adjuvant therapy technology cannot only reduce the workload of clinicians, but also continuously improve the accuracy and sensitivity of breast cancer diagnosis and treatment. This paper reviews the application of AI in breast cancer, as well as looks ahead and poses challenges to the future development of AI for breast cancer detection and therapeutic, so as to provide ideas for future research.
乳腺癌是最常见的癌症之一，也是全球女性癌症相关死亡的主要原因之一。早期诊断和治疗是获得良好预后的关键。人工智能技术在医学领域的应用越来越广泛，包括图像分析、自动诊断、智能制药系统、个性化治疗等。基于人工智能的乳腺癌成像、病理学和辅助治疗技术不仅可以减轻临床医生的工作量，还可以不断提高乳腺癌诊断和治疗的准确性和敏感性。本文综述了人工智能在乳腺癌中的应用，并对人工智能在乳腺癌检测和治疗中的未来发展进行了展望和挑战，为未来的研究提供了思路。
