对临床应用生物医学雷达近期进展的综述
Shuqin Dong1,2, Li Wen1,2, Yangtao Ye1,2
1State Key Laboratory of Radio Frequency Heterogeneous Integration and MoE Key Laboratory of Artificial IntelligenceShanghai Jiao Tong University Shanghai 200240 China.
IEEE open journal of engineering in medicine and biology
|August 26, 2024
概括
生物医学雷达为传统医疗仪器提供了一个非侵入性的替代方案. 雷达硬件,信号处理和机器学习方面的进步正在推动医疗保健应用中的创新.
科学领域:
- 生物医学工程 生物医学工程
- 医疗器械 医疗器械 医疗器械 医疗器械
- 雷达技术是一种雷达技术.
背景情况:
- 传统的医疗器械通常需要不舒服的接触电极.
- 生物医学雷达为监测人类活动提供了一种非侵入性的方法.
- 近年来,生物医学雷达技术取得了重大进展.
研究的目的:
- 审查最近生物医学雷达的突破和应用.
- 突出雷达在临床环境中的变革潜力.
- 讨论生物医学雷达的硬件,信号处理和机器学习方面的进展.
主要方法:
- 审查雷达硬件的进步,重点关注小型化,分辨率和灵敏度.
- 探索用于雷达数据分析的信号处理和机器学习技术.
- 综合关于生物医学雷达应用的当前研究.
主要成果:
- 雷达硬件的改进提高了生物医学监测的性能.
- 先进的信号处理和机器学习使复杂的数据解释成为可能.
- 生物医学雷达显示出对各种医疗保健应用的前景.
结论:
- 生物医学雷达技术正在迅速发展,具有显著的临床潜力.
- 非侵入性监测能力比传统方法具有优势.
- 未来的应用包括诊断,患者护理和医疗保健创新.
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