基于RGB摄像头的SpO2估计:在新生儿重症监护病房进行的一项临床试验
Yonglong Ye1, Liping Pan2, Dongfang Yu1
1Department of Biomedical Engineering, Southern University of Science and Technology, China.
Biomedical optics express
|January 15, 2024
概括
一个新的RGB摄像头提供了准确的,无接触的血氧和 (SpO2) 监测. 这项技术提高了光谱独立性和信号噪声比,对新生儿重症监护病房 (NICU) 显示出前景.
科学领域:
- 生物医学光学 生物医学光学
- 医疗成像医学成像
- 新生儿护理 新生儿护理
背景情况:
- 使用RGB摄像头进行非接触式SpO2监测是一个新兴领域.
- 现有的方法面临的挑战是光谱依赖 (普通RGB) 或低信号噪声比 (SNR) 在暗光 (窄频RGB),特别是在新生儿重症监护室 (NICU).
- 由于高度依赖落体光谱,并且在昏暗条件下SNR低,目前限制了基于摄像头的SpO2监测.
研究的目的:
- 提出并验证一个口RGB摄像头系统,以改进无接触SpO2测量.
- 为了增强光谱独立性,同时保持高SNR用于光电度信号分析.
- 评估在NICU设置中持续绝对摄像头-SpO2监测的可行性和准确性.
主要方法:
- 开发了一种口RGB相机,采用光学口过器来减弱580-605nm的波长.
- 在实验室条件下对现有的可见光摄像机-SpO2测量技术进行了验证.
- 在NICU环境中对22名早产婴儿进行了临床试验.
主要成果:
- 口RGB摄像头显示了更好的光谱独立性,并保持了高SNR.
- 实验室验证证实了它的有效性,与现有的基于摄像头的方法相比.
- 在新生儿重症监护室的临床试验显示,对SpO2测量,平均绝对误差 (MAE) 低于4%.
结论:
- 口RGB摄像头系统提供准确可靠的无接触SpO2监测.
- 这项技术为在NICU等具有挑战性的环境中测量SpO2提供了可行的解决方案.
- 这项研究首次成功连续监测NICU中早产婴儿的绝对摄像机-SpO2值.
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