人工智能集成的可穿戴生物医疗设备用于癌症管理
Penghua Zhai1,2,3, Weixin Xu1,2,3, Guifang Duan4
1School of Engineering Medicine, Beihang University, Beijing, China.
Journal of the National Cancer Center
|January 7, 2026
概括
与人工智能 (AI) 集成的可穿戴生物医疗设备 (WBD) 提供持续的,非侵入性的癌症监测和治疗. 在WBDs的创新增强早期检测,个性化治疗,和患者遵守改善癌症护理.
科学领域:
- 生物医学工程 生物医学工程
- 在瘤学瘤学.
- 人工智能的人工智能
背景情况:
- 癌症是全球主要的死亡原因,需要改善早期诊断和干预.
- 传统的癌症诊断是侵入性的,昂贵的,并限制实时监测和患者遵守.
- 可穿戴生物医疗设备 (WBD) 提供持续的,非侵入性的监测和综合治疗的潜力.
研究的目的:
- 审查人工智能 (AI) 集成的WBD用于癌症查,诊断和治疗.
- 突出解决当前癌症管理策略局限性的创新.
- 讨论人工智能驱动的WBD在瘤学的未来方向.
主要方法:
- 对癌症护理中人工智能集成WBDs的当前文献的综述.
- 分析WBD设计,材料和综合技术方面的创新.
- 在WBD中探索用于信号处理和数据分析的AI应用程序.
主要成果:
- 人工智能集成的WBD可实现持续的,非侵入性的实地监测和实时组织成像.
- 创新包括可调整结构,先进的粘合剂和集成的传感器/药物输送模块.
- 人工智能集成显著改善了信号噪声比 (SNR) 和实时数据处理,以加强监控.
结论:
- 人工智能集成的WBD代表了早期癌症检测,诊断和个性化治疗的有希望的进步.
- 需要进一步开发以改善SNR,减少假阳性,并确保患者数据的隐私.
- 这些技术有可能通过实现精确的,按需的干预来彻底改变癌症管理.
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