DocumentCode
3495698
Title
Robust cDNA microarray image processing on a hand-held device
Author
Gómez, P. ; Díaz, F. ; Belean, B. ; Malutan, R. ; Stetter, B. ; Martinez, R. ; Rodellar, V.
Author_Institution
Univ. Politecnica de Madrid
fYear
2006
fDate
Sept. 2006
Firstpage
1
Lastpage
5
Abstract
Genetic microarray image processing has become an important field of research to produce tools aiming to reliable gene expression estimation. Current instrumentation to analyze microarray images lacks flexibility, portability and accuracy. In the present paper an FPGA-based hand-held device for the analysis of microarrays is described, which may implement basic scanning and reticle algorithms to estimate spots and expression levels in cDNA microarrays. The algorithms are based on global and local spot correlation, background removal and rectangular mask fitting. These algorithms can be recursively applied and are intrinsically parallelizable for practical implementation purposes. Results using specific microarray images are shown
Keywords
DNA; biology computing; field programmable gate arrays; genetics; image scanners; FPGA-based hand-held device; gene expression estimation; genetic microarray image processing; microarray scanning device; rectangular mask fitting; robust cDNA microarray image processing; Fluorescence; Gene expression; Genetics; Image analysis; Image processing; Instruments; Optical scattering; Robustness; Sensor arrays; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Reconfigurable Computing and FPGA's, 2006. ReConFig 2006. IEEE International Conference on
Conference_Location
San Luis Potosi
Print_ISBN
1-4244-0690-0
Electronic_ISBN
1-4244-0690-0
Type
conf
DOI
10.1109/RECONF.2006.307776
Filename
4099996
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