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An automatic Method to identify and extract information of DNA bands in Gel Electrophoresis Images

机译:一种识别和提取凝胶电泳图像中DNA带信息的自动方法

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This paper presents a system for the automatic processing of Digital Images obtained from Gel Electrophoresis. The system identifies automatically the number and the location of lanes in the digital image, as well as the location of bands on each lane, without any intervention from the user. A reference lane with a know substance is used to compute the molecular weight of the observed (unknown) bands. The system performance was tested using 12 images, obtained from 4 gels with 3 different exposures. A total of 5443 bands were tested in 12 images, 672 reference/observed lane pairs. The average error in the estimation of molecular weight of 9.2%.
机译:本文介绍了一种用于自动处理从凝胶电泳获得的数字图像的系统。系统自动识别数字图像中的车道的数量和位置,以及每个通道上的频带的位置,而没有用户的任何干预。具有认识物质的参考车道用于计算观察到的(未知)带的分子量。使用12个图像测试系统性能,从4个凝胶获得3个不同的曝光。在12张图像中,共有5443个带进行了测试,672个参考/观察到的车道对。分子量估计的平均误差为9.2%。

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