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
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;
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
DOI :
10.1109/RECONF.2006.307776