DocumentCode
2490692
Title
In-vitro cell quantification method based on depth dependent analysis of brain tissue microscopic images
Author
Sami, Mustafa M. ; Tamura, Yasuhisa ; Yilong, Cui ; Kikuchi, Hisakazu ; Kataoka, Yosky
Author_Institution
Cellular Function Imaging Lab., RIKEN, Kobe, Japan
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
4913
Lastpage
4916
Abstract
In this study we developed a new automatic quantification method to count the number of targeted fluorescently labeled molecules of in-vitro rat brain tissue images. NG2+ glial cells were monitored in order to detect their proliferation to their same kind of cells or to another astrocyte cells using different fluorescently labeled molecules. The method is based on morphological segmentation followed by depth-dependent detection operation applied to a stack of confocal microscopic images. The number of local maxima peak points was used to count the number of the labeled cells. The method shows good promise for the computer-aided assessment in neurological studies for accurate automatic counting systems.
Keywords
biomedical optical imaging; brain; cellular biophysics; image segmentation; medical image processing; molecular biophysics; neurophysiology; optical microscopy; NG2+ glial cells; astrocyte cells; automatic counting system; automatic quantification; brain tissue microscopic images; cell proliferation; cell quantification; computer aided assessment; confocal microscopic images; depth dependent analysis; depth dependent detection; fluorescently labeled molecules; morphological segmentation; neurological study; rat brain tissue image; Brain; Fluorescence; Image color analysis; Image segmentation; Manuals; Microscopy; Animals; Cell Count; Cell Line; Cell Proliferation; Cell Tracking; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Male; Microscopy, Confocal; Neuroglia; Pattern Recognition, Automated; Rats; Rats, Wistar; Reproducibility of Results; Sensitivity and Specificity; Subtraction Technique;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091217
Filename
6091217
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