A multi-process system for HEp-2 cells classification based on SVM
D Cascio, V Taormina, M Cipolla, S Bruno… - Pattern Recognition …, 2016 - Elsevier
This study addresses the classification problem of the HEp-2 cells using indirect
immunofluorescence (IIF) image analysis, which can indicate the presence of autoimmune …
immunofluorescence (IIF) image analysis, which can indicate the presence of autoimmune …
Benchmarking HEp-2 cells classification methods
In this paper, we report on the first edition of the HEp-2 Cells Classification contest, held at
the 2012 edition of the International Conference on Pattern Recognition, and focused on …
the 2012 edition of the International Conference on Pattern Recognition, and focused on …
Pattern recognition in stained HEp-2 cells: Where are we now?
Indirect Immunofluorescence (IIF) images are increasingly being used for the diagnosis of
autoimmune diseases. However, the analysis of this kind of images has until now reached a …
autoimmune diseases. However, the analysis of this kind of images has until now reached a …
[HTML][HTML] An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens
Immunofluorescence antinuclear antibody tests are important for diagnosis and
management of autoimmune conditions; a key step that would benefit from reliable …
management of autoimmune conditions; a key step that would benefit from reliable …
Hep-2 cell image classification with convolutional neural networks
The diagnosis of many autoimmune diseases can be greatly facilitated by automatic staining
patterns classification of Human Epithelial-2 (HEp-2) cells within indirect …
patterns classification of Human Epithelial-2 (HEp-2) cells within indirect …
HEp-2 cell classification with heterogeneous classes-processes based on k-nearest neighbours
C Donato, T Vincenzo, C Marco… - 2014 1st Workshop …, 2014 - ieeexplore.ieee.org
We present a scheme for the feature extraction and classification of the fluorescence
staining patterns of HEp-2 cells in IIF images. We propose a set of complementary …
staining patterns of HEp-2 cells in IIF images. We propose a set of complementary …
Feature analysis for automatic classification of HEp-2 florescence patterns: Computer-aided diagnosis of auto-immune diseases
S Ghosh, V Chaudhary - Proceedings of the 21st International …, 2012 - ieeexplore.ieee.org
Indirect ImmunoFluorescence (IIF) is currently the recommended method for the detection of
antinuclear autoantibodies (ANA). It is an effective technique to reveal the presence of auto …
antinuclear autoantibodies (ANA). It is an effective technique to reveal the presence of auto …
Applying textural features to the classification of HEp-2 cell patterns in IIF images
The analysis of anti-nuclear antibodies in HEp-2 cells by indirect immunofluorescence (IIF)
is fundamental for the diagnosis of important immune pathologies; in particular, classifying …
is fundamental for the diagnosis of important immune pathologies; in particular, classifying …
Early experiences in mitotic cells recognition on HEp-2 slides
Indirect immunofluorescence (IIF) imaging is the recommended laboratory technique to
detect autoantibodies in patient serum, but it suffers from several issues limiting its reliability …
detect autoantibodies in patient serum, but it suffers from several issues limiting its reliability …
Subclass discriminant analysis of morphological and textural features for hep-2 staining pattern classification
Classifying HEp-2 fluorescence patterns in Indirect Immunofluorescence (IIF) HEp-2 cell
imaging is important for the differential diagnosis of autoimmune diseases. The current …
imaging is important for the differential diagnosis of autoimmune diseases. The current …