可穿戴血压监测设备:理解设计和评估中的异质性
IEEE transactions on bio-medical engineering
|August 6, 2024
概括
无袖血压 (BP) 监测器件设计和评估的异质性阻碍了进展. 本研究提出了可靠的血压估计标准化方法和指标,旨在实现更安全的临床设备.
科学领域:
- 生物医学工程 生物医学工程
- 心血管健康技术技术 心血管健康技术
- 医疗器械评估 医疗器械评估
背景情况:
- 无袖式血压 (BP) 监测为心血管健康提供了变革性的潜力.
- 设备设计和研究评估中的显著异质性使研究进展的批判性评估变得复杂.
- 需要标准化的方法来定量评估BP监测技术的进步.
研究的目的:
- 为描述和考虑无袖BP监测设备和研究设计中的异质性提供一个原则框架.
- 通过系统性审查,批判性地分析最先进的方法.
- 为更可靠的BP估计建立基准和指标.
主要方法:
- 传感器,系统,预处理,特征提取和BP估计算法的基本元素概述.
- 对现有的BP监测方法进行系统审查和批判性分析.
- 开发BP估计基准和一个新的指标",解释性偏差".
主要成果:
- 在研究设计中发现了大量的异质性,这导致了公平比较的挑战,以及数据泄露和不足的研究等问题.
- 提出了一个开放贡献的基准标准,用于标准化BP估计.
- 突出了BP估计误差中的混因素,例如样本BP分布和校准测试间隔,并引入了"解释性偏差"以解决这些问题.
- 推出了一个支持网站,提供了了解最先进设备的资源.
结论:
- 设备和研究设计的显著异质性需要在开发和比较BP监测研究时仔细考虑.
- 通过"解释性偏差"等基准和指标进行标准化,对于推进更安全,更可靠的无袖BP监测设备至关重要.
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