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智能手机摄像头尿液光色度的准确性作为脱水指标
Aida Bustam1, Khadijah Poh1, Siew Shuin Soo1
1Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia.
Digital health
|September 4, 2023
概括
智能手机尿液颜色分析提供了一种可靠的方法来评估水分. 这种使用红色,绿色和蓝色 (RGB) 值的数字方法,可以准确地预测高灵敏度的脱水.
科学领域:
- 生物医学工程 生物医学工程
- 临床诊断 临床诊断 临床诊断
- 数字健康数字健康
背景情况:
- 直接评估尿液颜色是一种传统的水分状态指标.
- 在视觉尿液颜色评估中存在主观性和可变性.
- 数字图像色度测量提供了一个更客观的替代方案.
研究的目的:
- 评估智能手机尿液光色度测试的诊断准确性.
- 评估不同智能手机和照明条件的性能.
- 确定预测临床脱水的最佳切断值.
主要方法:
- 用五个智能手机在五种照明条件下拍摄的尿液样本.
- 使用Adobe Photoshop进行图像分析,以获得红色,绿色和蓝色 (RGB) 值.
- 与尿液实验室参数的相关性分析和用于脱水预测的ROC曲线分析.
主要成果:
- 在蓝色/绿色值和尿液度,,比重,蛋白质和之间发现了显著的相关性.
- 智能手机测色仪显示,对脱水的诊断准确度很好,甚至很好.
- 高灵敏度 (>90%) 在蓝值切线170.0时实现.
结论:
- 基于智能手机的尿液色度测试是预测脱水的高度敏感工具.
- 这种方法为水分评估提供了一个客观和可访问的方法.
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