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The development of image base, portable microfluidic paper-based analytical device

机译:基于图像的便携式微流纸基分析仪的开发

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Microfluidic paper-based analytical devices can be used in preliminary screening and diagnosis of specific diseases. It has the advantages of low costs and quick diagnosis. After chemical reaction, the paper chip will display the disease's relative status through color identification or electrochemistry testing. When compared to electrochemistry testing, the non-contact color identification method has the advantages of low costs, reusability and not requiring cleaning. However since research in the past have encountered many problems with the color identification method, this has led to the negation of the advantages of microfluidic paper-based analytical devices in quick testing. For this reason, this study developed a portable testing apparatus with image analysis as a foundation and uses a self-designed imaging processing calculation method to implement color identification. The hardware equipment designed for image processing in this study uses a micro embedded style system and imaging equipment as the hardware framework, along with a Web application to implement a multi-platform operating interface. Color quantization was used as the foundation for the image processing method, to calculate the paper chip's color. Furthermore, this study also carried out a variety of color quantization methods to compare the color quantization results of the microfluidic paper-based analytical devices. Methods include uniform color quantization, median-cut algorithm, k-means clustering algorithm and self-organizing maps neural networks. During the experiment phase of this study, we found that median-cut was superior to other methods in application. This result is different from many other research works conducted on color quantization. Lastly, the experiment results showed the usability of this testing setup.
机译:基于微流纸的分析设​​备可用于特定疾病的初步筛查和诊断。它具有成本低和诊断迅速的优点。化学反应后,纸屑将通过颜色识别或电化学测试显示疾病的相对状况。与电化学测试相比,非接触式颜色识别方法具有成本低,可重复使用且无需清洗的优点。但是,由于过去的研究在颜色识别方法上遇到了许多问题,因此导致在快速测试中否定了基于微流纸的分析设​​备的优势。因此,本研究开发了一种以图像分析为基础的便携式测试设备,并使用自行设计的成像处理计算方法来实现颜色识别。本研究中设计用于图像处理的硬件设备使用微型嵌入式样式系统和成像设备作为硬件框架,并使用Web应用程序来实现多平台操作界面。颜色量化被用作图像处理方法的基础,以计算纸屑的颜色。此外,本研究还进行了多种颜色量化方法,以比较基于微流纸的分析设​​备的颜色量化结果。方法包括统一的颜色量化,中位数剪切算法,k均值聚类算法和自组织映射神经网络。在本研究的实验阶段,我们发现中位数削减法在应用中优于其他方法。这个结果与其他许多关于色彩量化的研究工作不同。最后,实验结果表明该测试设置的可用性。

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