DocumentCode :
3119159
Title :
Microarray imaging data pre-processing
Author :
Milanesi, L. ; Rizzi, R.
Author_Institution :
Inst. of Biomed. Technol., CNR-ITB, Milan, Italy
fYear :
2002
fDate :
2002
Firstpage :
182
Lastpage :
183
Abstract :
The study of cellular gene expression profiles is becoming more and more important within molecular biology, biochemistry and medicine. Recently a new methodology, based on microarrays, has been developed for investigating the cell behavior in comparison to the expression of a high number of genes. In the microarray technology the grid positioning, the correct spot value and the background subtraction are very important for the preliminary pre-processing of expression images. A program, called SpotView, has been developed in order to evaluate these aspects. Regular grids of interest areas are placed on the image, following a semi-automatic procedure of position adjustment, and the signal for each spot is retrieved. An extensible simulator has been also developed to producing synthetic image examples on which to accomplish studies.
Keywords :
arrays; biological techniques; biology computing; cellular biophysics; genetics; image processing; SpotView program; background subtraction; cellular population; expression images; extensible simulator; gene expression; microarray imaging data preprocessing; position adjustment; regular grids of interest areas; semiautomatic position adjustment procedure; simple digital images; synthetic image examples; Biochemistry; Biological system modeling; Biomedical imaging; Cells (biology); Digital images; Genetic expression; Image retrieval; Medical simulation; Protocols; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Molecular, Cellular and Tissue Engineering, 2002. Proceedings of the IEEE-EMBS Special Topic Conference on
Print_ISBN :
0-7803-7557-2
Type :
conf
DOI :
10.1109/MCTE.2002.1175065
Filename :
1175065
Link To Document :
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