人工智能增强的传感器 - 启用新一代医疗保健和生物医学平台的技术
Chan Wang1,2, Tianyiyi He1,2, Hong Zhou1,2
1Department of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, 117576, Singapore.
Bioelectronic medicine
|August 1, 2023
概括
人工智能 (AI) 增强了健康监测传感器,用于实时数据分析和个性化医疗保健. 这种整合创造了智能系统,以改善诊断和治疗建议.
科学领域:
- 生物医学工程 生物医学工程
- 材料科学 材料科学 材料科学
- 计算机科学 计算机科学
背景情况:
- 第四次工业革命推动了数字化和健康监测传感器的智能化.
- 当前的传感器面临着诸如噪音,数据复杂性和缺乏反等局限性.
- 人工智能为数据处理和智能健康监测提供了强大的工具.
研究的目的:
- 审查人工智能增强的医疗保健人工传感器方面的进展.
- 探索材料,设备结构,系统集成和应用.
- 为未来的研究方向提供视角.
主要方法:
- 对用于生理监测的可穿戴和可植入传感器的审查.
- 分析挥发性有机化合物检测方面的进展.
- 检查人机接口,人工智能增强的多模式传感器和自我可持续的系统.
主要成果:
- 可穿戴传感器监测生命体征和生理数据.
- 可植入的传感器有助于心血管护理和神经监测.
- 人工智能集成可使闭环系统用于诊断和治疗建议.
结论:
- 人工智能和人工传感器的融合承诺智能,方便和安全的下一代医疗保健.
- 人工智能增强的传感器提供高精度的预测和决策.
- 未来的研究将专注于进一步的整合和应用场景.
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