Identifying Centromere Position of Human Chromosome Images using Contour and Shape based Analysis

•Centromere identification by concave function and weighted shortest path calculation.•SVM for classifying centromere and non-centromere region in chromosomes.•Chromosome abnormality detection based on centromere position.•Comparative analysis of MAT, Projection vector and concavity function. The mo...

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Veröffentlicht in:	Measurement : journal of the International Measurement Confederation 2019-10, Vol.144, p.243-259
Hauptverfasser:	Madian, Nirmala, Jayanthi, K.B., Somasundaram, D., Suresh, S.
Format:	Artikel
Sprache:	eng
Schlagworte:	Chromosomes Classifiers Concavity Contours Corner finding algorithm Curvature Curvature function Image segmentation Mathematical analysis Measurement Medial Axis Transform and Projection Vector Medical imaging Position of centromere Shape Shortest-path problems Support vector machines Weighted shortest path
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