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Implementation and evaluation of SDS-PAGE image analysis on a mobile app

机译:在移动应用程序上实施和评估SDS-PAGE图像分析

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SDS-PAGE is a common method in biochemistry, forensics, etc. to separate protein molecule in polyacrylamide gel. There are many tools used to analyze the gel image but most are costly and require a trained session. Smartphones have been integrated into education in aiding students to learn with visuals and friendly learning tools. This paper proposes a mobile application with capability in analyzing SDS-PAGE gel image to easily calculate the protein molecular weight anywhere and anytime. The SDS-PAGE gel image analysis on Android platform was compared between Thresholding Segmentation method on gray scale and Color Segmentation method on HSV color space. Based on the detection of gel bands, it has been found that the HSV Color Space method has fewer false negative rate than the Gray Scale method by 50%.
机译:SDS-PAGE是生物化学,法医等中分离聚丙烯酰胺凝胶中蛋白质分子的常用方法。有许多工具可用于分析凝胶图像,但大多数工具成本高昂,需要经过培训的课程。智能手机已集成到教育中,以帮助学生通过视觉和友好的学习工具进行学习。本文提出了一种能够分析SDS-PAGE凝胶图像以方便随时随地轻松计算蛋白质分子量的移动应用程序。比较了Android平台上的SDS-PAGE凝胶图像分析和灰度阈值分割方法以及HSV色彩空间的颜色分割方法。基于胶条的检测,发现HSV色彩空间方法的假阴性率比灰度方法少50%。

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