DocumentCode
1905835
Title
Chromosome classification for metaphase selection
Author
Uttamatanin, Ravi ; Yuvapoositanon, Peerapol ; Intarapanich, Apichart ; Kaewkamnerd, Saowaluck ; Tongsima, Sissades
Author_Institution
Electr. Eng. Grad. Program, Mahanakorn Univ., Bangkok, Thailand
fYear
2013
fDate
4-6 Sept. 2013
Firstpage
464
Lastpage
468
Abstract
Identification of good metaphase spread is an important step in chromosome analysis for genetic disorder detection. In this paper, we propose a rule for chromosome classification to identify good metaphase spreads. The chromosome shapes were classified into four main classes. The first and the second classes refer to individual chromosomes with straight and bended shapes, respectively. The third class is characterized as those chromosomes with overlapping bodies and the forth class is for the non-chromosomal artifacts. Good metaphase spreads should largely contain the first and the second classes while the number of the third class should be kept minimal. Several image parameters were examined and used for creating rule-based classification. The threshold value for each parameter is determined using statistical model. We observed that the empirical probability density function of the parameters can be represented by Gaussian model and, hence, the threshold value can be easily determined. The proposed rules can efficiently and accurately classify the individual chromosome with > 90% accuracy.
Keywords
Gaussian processes; cellular biophysics; genetics; genomics; statistical analysis; Gaussian model; bending; chromosome analysis; chromosome shape classification; empirical probability density function; genetic disorder detection; image parameter examination; metaphase selection; metaphase spread identification; rule-based classification; statistical model; threshold value; Accuracy; Biological cells; Educational institutions; Image segmentation; Microscopy; Probability density function; Shape; Chromosome; Gaussian model; Metaphase selection; Metaphase spread; Rule base classification;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications and Information Technologies (ISCIT), 2013 13th International Symposium on
Conference_Location
Surat Thani
Print_ISBN
978-1-4673-5578-0
Type
conf
DOI
10.1109/ISCIT.2013.6645903
Filename
6645903
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