Literature DB >> 17946343

An automated method for gridding in microarray images.

Nikolaos Giannakeas1, Dimitrios I Fotiadis, Anastasia S Politou.   

Abstract

Microarray technology is a powerful tool for analyzing the expression of a large number of genes in parallel. A typical microarray image consists of a few thousands of spots which determine the level of gene expression in the sample. In this paper we propose a method which automatically addresses each spot area in the image. Initially, a preliminary segmentation of the image is produced using a template matching algorithm. Next, grid and spot finding are realized. The position of non-expressed spots is located and finally a Voronoi diagram is employed to fit the grid on the image. Our method has been evaluated in a set of five images consisting of 45960 spots, from the Stanford microarray database and the reported accuracy for spot detection was 93%

Mesh:

Year:  2006        PMID: 17946343     DOI: 10.1109/IEMBS.2006.260782

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  1 in total

1.  A glance at DNA microarray technology and applications.

Authors:  Amir Ata Saei; Yadollah Omidi
Journal:  Bioimpacts       Date:  2011-08-04
  1 in total

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