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Towards the Development of Rapid and Low-Cost Pathogen Detection Systems Using Microfluidic Technology and Optical Image Processing

机译:利用微流体技术和光学图像处理发展快速和低成本病原体检测系统的发展

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摘要

Waterborne pathogens affect all waters globally and proceed to be an ongoing concern. Previous methods for detection of pathogens consist of a high test time and a high sample consumption, but they are very expensive and require specialist operators. This study aims to develop a monitoring system capable of identifying waterborne pathogens with particular characteristics using a microfluidic device, optical imaging and a classification algorithm to provide low-cost and portable solutions. This paper investigates the detection of small size microbeads (1–5 µm) from a measured water sample by using a cost-effective microscopic camera and computational algorithms. Results provide areas of opportunities to decrease sample consumption, reduce testing time and minimize the use of expensive equipment.
机译:水性病原体影响全球所有水域,并继续担心。以前用于检测病原体的方法包括高测试时间和高样本消耗,但它们非常昂贵,需要专家运营商。本研究旨在开发一种能够使用微流体装置,光学成像和分类算法识别具有特定特征的水性病原体的监测系统,以提供低成本和便携式解决方案。本文通过使用经济高效的显微镜相机和计算算法来研究通过测量的水样的小尺寸微珠(1-5μm)的检测。结果提供降低样品消耗的机会领域,降低测试时间,并最大限度地减少昂贵设备的使用。

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