An Automatic HEp-2 Specimen Analysis System Based on an Active Contours Model and an SVM Classification

An Automatic HEp-2 Specimen Analysis System Based on an Active Contours Model and an SVM Classification

The antinuclear antibody (ANA) test is widely used for screening, diagnosing, and monitoring of autoimmune diseases. The most common methods to determine ANA are indirect immunofluorescence (IIF), performed by human epithelial type 2 (HEp-2) cells, as substrate antigen. The evaluation of ANA consist...

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Bibliographic Details
Main Authors:	Donato Cascio, Vincenzo Taormina, Giuseppe Raso
Format:	Article
Language:	English
Published:	MDPI AG 2019-01-01
Series:	Applied Sciences
Subjects:	IIF images Hough transform active contours model cell segmentation SVM KNN ROC curve
Online Access:	http://www.mdpi.com/2076-3417/9/2/307

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