DocumentCode :
2638196
Title :
Hyperspectral imaging of biological targets: the difference a high resolution spectral dimension and multivariate analysis can make
Author :
Timlin, Jerilyn A. ; Sinclair, Michael B. ; Haaland, David M. ; Martinez, M. Juanita ; Manginell, Monica ; Brozik, Susan M. ; Guzowski, John F. ; Werner-Washburne, Margaret
Author_Institution :
Sandia Nat. Labs., Albuquerque, NM, USA
fYear :
2004
fDate :
15-18 April 2004
Firstpage :
1529
Abstract :
Hyperspectral imaging coupled with multivariate data analysis is a powerful new tool for understanding complex biological and biomedical samples. The advantages and drawbacks of adding a spectral dimension and multivariate data analysis to optical microscopy for biological interrogation will be demonstrated with three applications - DNA microarrays, live cell imaging, and in-situ hybridization labeled tissue. These data are selected to present the type of impact hyperspectral imaging can have in biomedical science. Images are acquired using our state-of-the-art hyperspectral imaging system and multivariate data analysis is used to extract pure component spectra and corresponding independent concentration maps of all fluorescent species. In most cases the data analysis algorithms are successful with little or no information given a priori and generate images that are free of the influences of spectral crosstalk, cellular autofluorescence, and other background emissions that often plague traditional fluorescence microscopy.
Keywords :
DNA; biological techniques; biological tissues; biomedical optical imaging; cellular biophysics; data analysis; fluorescence; optical microscopy; DNA microarrays; biological interrogation; biological targets; cellular autofluorescence; fluorescence microscopy; high resolution spectral dimension; hyperspectral imaging; in-situ hybridization labeled tissue; live cell imaging; multivariate data analysis; optical microscopy; spectral crosstalk; Biomedical optical imaging; Cells (biology); DNA; Data analysis; Fluorescence; Hyperspectral imaging; Image analysis; Image resolution; Optical crosstalk; Optical microscopy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN :
0-7803-8388-5
Type :
conf
DOI :
10.1109/ISBI.2004.1398842
Filename :
1398842
Link To Document :
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