Some methods of combining class information in multivariate normal discrimination for the classification of human chromosomes

1991 ◽  
Vol 10 (1) ◽  
pp. 141-149 ◽  
Author(s):  
S. P. J. Kirby ◽  
C. M. Theobald ◽  
J. Piper ◽  
A. D. Carothers
Keyword(s):  
Human Chromosomes ◽  
Multivariate Normal ◽  
Class Information

scholarly journals Karyotyping of Human Chromosomes Using M_FISH Images

2013 ◽  
Vol 4 (2) ◽  
pp. 248-256
Author(s):  
Mumthas T K ◽  
Lijiya A ◽  
V K Govindan
Keyword(s):  
Chromosome Analysis ◽  
Human Chromosomes ◽  
Post Processing ◽  
Watershed Transform ◽  
Distinct Color

Karyotyping is a technique used to align the chromosomes in the decreasing order of size so that the structural and numerical changes can be easily identified. Traditional chromosome analysis is simplified by the introduction of M_FISH (multiplex fluorescence in-situ hy-bridization), a combinatorial labeling technique in which each chromosomes appears in distinct color. In this paper, Bayes classification of M-FISH chromosome images using the features intensity in five channel as well as size of the chromosome is presented. Watershed transform is employed for segmentation . Also reclassification of small misclassified segments to the neighbor region is performed as post-processing to improve the performance. The classifier was trained and tested on a set of images from the dataset [2] and an overall accuracy of 91.09% was obtained.

Visual classification of banded human chromosomes:.

1977 ◽  
Vol 40 (4) ◽  
pp. 431-442
Author(s):  
CLAES LUNDSTEEN ◽  
ERIK GRANUM
Keyword(s):  
Human Chromosomes ◽  
Visual Classification

Statistical Methods for Classification of Human Chromosomes

Biometrics ◽  
1979 ◽  
Vol 35 (1) ◽  
pp. 103 ◽  
Author(s):  
J. D. F. Habbema
Keyword(s):  
Statistical Methods ◽  
Human Chromosomes

Optimizing the class information divergence for transductive classification of texts using propagation in bipartite graphs

2017 ◽  
Vol 87 ◽  
pp. 127-138 ◽  
Author(s):  
Thiago de Paulo Faleiros ◽  
Rafael Geraldeli Rossi ◽  
Alneu de Andrade Lopes
Keyword(s):  
Bipartite Graphs ◽  
Information Divergence ◽  
Class Information

Computer-aided classification of human chromosomes: a review

1994 ◽  
Vol 4 (3) ◽  
pp. 161-171 ◽  
Author(s):  
Andrew Carothers ◽  
Jim Piper
Keyword(s):  
Human Chromosomes ◽  
Computer Aided
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