Applied multivariate statistical analysis
Applied multivariate statistical analysis
Digital image processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
A Comparison of Fuzzy Clustering Approaches for Quantification of Microarray Gene Expression
Journal of Signal Processing Systems
Automating the processing of cDNA microarray images
International Journal of Intelligent Systems Technologies and Applications
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Image processing is an important stage of every microarray experiment. Reliability of this stage strongly influences the results of data analysis performed on extracted gene expressions. Multiple methods related to array recognition, spot segmentation and measurement extraction have emerged in this area over past several years. Currently there are various commercial and freeware packages available, which perform microarray image analysis. This paper attempts to review microarray image analysis as a whole and to make some experimental comparison of several computational schemes for signal segmentation and measurement extraction. Also we provide a detailed discussion of automated image quality control for use with microarray images.