多受体皮肤具有高度敏感的远距离感知体感官灵活电子在医疗保健:多式传感和AI驱动的诊断
Yusen Guo1, Pengyu Huo1, Sisi Huang1
1Department of Advanced Manufacturing and Robotics, College of Engineering, Peking University, Beijing, 100871, China.
Advanced healthcare materials
|July 7, 2025
概括
灵活的电子设备可为个性化医疗提供舒适的,持续的健康监测. 整合人工智能 (AI) 增强了用于早期疾病检测和定制治疗的数据分析.
科学领域:
- 材料科学 材料科学 材料科学
- 生物医学工程 生物医学工程
- 计算机科学 计算机科学
背景情况:
- 智能医疗保健和个性化医疗推动了对先进监测的需求.
- 灵活的电子产品提供机械合规性,用于非侵入性,长期的生理追踪.
- 传统的刚性设备缺乏适应能力,无法与人体组织无集成.
研究的目的:
- 审查用于下一代医疗监测的灵活电子的最新进展.
- 突出多式联运传感平台和人工智能 (AI) 的整合.
- 确定挑战,并概述临床翻译的未来研究方向.
主要方法:
- 系统地检查灵活电子的最新进展.
- 专注于灵活基板,可拉伸互连和传感器架构方面的创新.
- 对人工智能算法集成的分析,包括深度学习和边缘计算.
主要成果:
- 灵活的传感器可以同时获取电生理学,生物物理和生物化学信号.
- 人工智能显著改善了信号处理,特征提取和预测分析.
- 关键的技术挑战包括传感器集成,稳定性和生物相容性.
结论:
- 与人工智能集成的灵活电子显示出对精确医疗保健的巨大承诺.
- 解决整合,稳定性和生物相容性方面的挑战对于临床采用至关重要.
- 像纳米材料和能源采集等新兴解决方案为广泛部署铺平了道路.
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