Australia-China Joint Research Centre for Personal Health Technologies, Medical Device Research Institute, College of Science and Engineering, Flinders University, South Australia 5042, Australia.
Department of Renal Medicine, Flinders Medical Centre, College of Medicine and Public Health, Flinders University, South Australia 5042, Australia.
Methods. 2024 Apr;224:63-70. doi: 10.1016/j.ymeth.2024.02.002. Epub 2024 Feb 15.
Urinalysis is a useful test as an indicator of health or disease and as such, is a part of routine health screening. Urinalysis can be undertaken in many ways, one of which is reagent strips used in the general evaluation of health and to aid in the diagnosis and monitoring of kidney disease. To be effective, the test must be performed properly, and the results interpreted correctly. However, different light conditions and colour perception can vary between users leading to ambiguous readings. This has led to camera devices being used to capture and generate the estimated biomarker concentrations, but image colour can be affected by variations in illumination and inbuilt image processing. Therefore, a new portable device with embedded image processing techniques is presented in this study to provide quantitative measurements that are invariant to changes in illumination. The device includes a novel calibration process and uses the ratio of RGB values to compensate for variations in illumination across an image and improve the accuracy of quantitative measurements. Results show that the proposed calibration method gives consistent homogeneous illumination across the whole image. Comparisons against other existing methods and clinical results show good performance with a correlation to the clinical values. The proposed device can be used for point-of-care testing to provide reliable results consistent with clinical values.
尿液分析是一种有用的测试,可以作为健康或疾病的指标,因此是常规健康筛查的一部分。尿液分析可以通过多种方式进行,其中一种是使用试剂条进行一般健康评估,并帮助诊断和监测肾脏疾病。为了有效,测试必须正确进行,并且结果必须正确解释。然而,不同的光线条件和颜色感知能力会因用户而异,导致读数模糊。这导致使用相机设备来捕获和生成估计的生物标志物浓度,但图像颜色可能会受到光照变化和内置图像处理的影响。因此,本研究提出了一种新的便携式设备,该设备具有嵌入式图像处理技术,可提供对光照变化不变的定量测量。该设备包括一种新颖的校准过程,并使用 RGB 值的比例来补偿图像中的光照变化,从而提高定量测量的准确性。结果表明,所提出的校准方法可以在整个图像上提供一致的均匀照明。与其他现有方法和临床结果的比较表明,该方法具有良好的性能,与临床值相关性较好。该设备可用于即时检测,以提供与临床值一致的可靠结果。