DocumentCode
2959016
Title
An FPGA-based genetic microarray processing device
Author
Gómez, P. ; Diaz, F. ; Belean, B. ; Malutan, R. ; Stetter, B. ; Martínez, R. ; Rodellar, V.
Author_Institution
Univ. Politecnica de Madrid, Madrid
fYear
2006
fDate
10-13 Dec. 2006
Firstpage
363
Lastpage
366
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 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
field programmable gate arrays; genetics; medical image processing; FPGA-based genetic microarray processing device; background removal; basic scanning; gene expression estimation; genetic microarray image processing; rectangular mask fitting; reticle algorithms; spot correlation; Fluorescence; Genetics; Image analysis; Image processing; Optical noise; Optical recording; Optical saturation; Optical scattering; Sensor arrays; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics, Circuits and Systems, 2006. ICECS '06. 13th IEEE International Conference on
Conference_Location
Nice
Print_ISBN
1-4244-0395-2
Electronic_ISBN
1-4244-0395-2
Type
conf
DOI
10.1109/ICECS.2006.379800
Filename
4263378
Link To Document