女性癌症中的人工智能:临床翻译的创新和挑战
Andrea G Rockall1, Selina My Chiu2, Eric O Aboagye3
1Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK; Department of Radiology, Imperial College Healthcare NHS Trust, London, UK.
The Lancet. Digital health
|November 15, 2025
概括
人工智能 (AI) 正在彻底改变女性.
科学领域:
- 瘤学和医疗信息学
- 人工智能在妇女健康中的应用
背景情况:
- 人工智能 (AI) 在妇女癌症护理的整个领域迅速发展.
- 现有的AI应用正在被整合到临床实践中,包括乳房扫描和放射治疗规划.
研究的目的:
- 审查乳腺癌和妇科癌症当前和新兴的人工智能发展.
- 突出AI在早期检测,诊断,治疗和预后方面的潜力.
- 讨论人工智能在妇女癌症护理中的实施挑战和机会.
主要方法:
- 对人工智能在乳腺癌和妇科癌症中的应用进行审查.
- 分析AI在癌症护理连续性中的作用:检测,诊断,治疗和随访.
- 讨论研究前沿,包括生成性和多模式人工智能.
主要成果:
- 人工智能辅助的乳房影像和放射治疗轮在临床上得到实施.
- 研究活动包括放射学,用于亚型的机器学习和针对各种妇科癌症的自动查.
- 生成型和多式联络人工智能在克服数据限制方面表现有前途.
结论:
- 人工智能具有巨大的潜力,可以改变妇女的癌症护理,使早期诊断和个性化治疗成为可能.
- 应对数据稀缺等挑战,确保严格的验证对于信任和采用至关重要.
- 多学科合作和监管框架对于开发和实施有效的人工智能解决方案至关重要.
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