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首页> 外文期刊>Electrophoresis: The Official Journal of the International Electrophoresis Society >Multiple information-based spot matching method for 2-DE images.
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Multiple information-based spot matching method for 2-DE images.

机译:基于多信息的2-DE图像点匹配方法。

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摘要

Spot matching is considered as one of key elements in protein identification based on 2-DE while it is a difficult problem. We propose a novel simple and accurate method for matching spots in 2-DE images. The method, inspired from the principle of attraction, is based on the simultaneous exploitation of multiple information such as spot distance, spot intensity, and spot pattern information. The proposed method was evaluated using both simulated and real 2-DE images of the Escherichia coli proteome, and was also compared with the traditional Demons, thin-plate spline, and B-spline registration methods. The results show that the proposed method allows matching accurately and automatically spots in 2-DE images, and presents significantly improved performance compared to traditional registration methods.
机译:斑点匹配被认为是基于2-DE的蛋白质鉴定的关键因素之一,尽管这是一个难题。我们提出了一种新颖的简单而准确的方法来匹配2-DE图像中的斑点。该方法受吸引原理启发,基于同时利用多种信息,例如光斑距离,光斑强度和光斑图案信息。该方法使用大肠杆菌蛋白质组的模拟和真实2-DE图像进行了评估,并与传统的Demons,薄板样条和B样条配准方法进行了比较。结果表明,与传统配准方法相比,所提出的方法能够准确,自动地匹配2-DE图像中的斑点,并具有显着改善的性能。

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