DocumentCode
1840731
Title
A Method for Estimating 3-D Nuclear Parameters Using an Image Taken from a Hepatic Histopathological Section
Author
Takahashi, M. ; Yoshimi, T. ; Nakano, M.
Author_Institution
Shibaura Inst. of Technol., Saitama
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
3761
Lastpage
3764
Abstract
A method is described for estimating the 3-D nuclear parameters (3-D nuclear density and average and variance of nuclear radii) from one microscopic image taken from one hepatic histopathological section. The method estimates the probability densities of the parameters, so, not only the expected values but also the confidence intervals, which are important in actual diagnosis, are calculated. Since only one image, which is taken from one histopathological section used in daily diagnosis, is needed, it is convenient for pathologists to use this method. A graphical user interface makes the method easy to use.
Keywords
biological tissues; cancer; graphical user interfaces; medical image processing; patient diagnosis; 3D nuclear parameters; graphical user interface; hepatic histopathological section; image processing; nuclear density; patient diagnosis; Biomedical engineering; Educational institutions; Graphical user interfaces; Histograms; Lesions; Microscopy; Parameter estimation; Probability; Systems engineering and theory; Two dimensional displays; Algorithms; Artificial Intelligence; Cell Nucleus; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Liver; Liver Neoplasms; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353150
Filename
4353150
Link To Document