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An automated algorithm for the quantification of hCG level in novel fabric-based home pregnancy test kits

机译:一种基于新型织物的家庭妊娠检测试剂盒中hCG水平定量的自动化算法

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摘要

We report a new image processing algorithm that extracts quantitative information about the concentration of human chorionic gonadotropin (hCG), an important early pregnancy marker, from commercially available qualitative home pregnancy kits. The algorithm could potentially be ported onto a simple camera based cell phone making it a low-cost, portable point-of-care device as opposed to costly and time consuming clinical labs for accurate quantitative determination of hCG. The algorithm takes the image of the test result as input, classifies and determines the hCG concentration based on the RGB intensities of the test line. The efficacy of the algorithm is demonstrated using control samples on commercially available strips as well as novel fabric based strips designed for this application.
机译:我们报告了一种新的图像处理算法,该算法从市售定性家庭妊娠药盒中提取有关绒毛膜促性腺激素(hCG)(一种重要的早期妊娠标记)的浓度的定量信息。该算法可以潜在地移植到基于简单相机的手机上,从而使其成为一种低成本,便携式的即时护理设备,而不是用于进行hCG准确定量的昂贵且费时的临床实验室。该算法将测试结果的图像作为输入,基于测试线的RGB强度分类并确定hCG浓度。使用市售条带上的对照样品以及为此应用设计的新型基于织物的条带,证明了算法的有效性。

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