loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Paolo Soda and Giulio Iannello

Affiliation: Facoltà di Ingegneria, Università Campus Bio-Medico di Roma, Italy

Keyword(s): Computer Aided Diagnosis (CAD, Multiple Expert Systems, Classifier Aggregation, Medical Imaging, Indirect ImmunoFluorescence (IIF), HEp-2 Cell Classification.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Decision Support Systems ; Expert Systems ; Health Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Symbolic Systems

Abstract: In Indirect Immunofluorescence (IIF) the use of Computer-Aided Diagnosis (CAD) tools can support physicians’ estimation of both fluorescence intensity and staining pattern. This paper reports our experiences in the staining pattern recognition of IIF wells. Since several cells constitute each well, we have developed a Multiple Expert System (MES) based on the one-per-class approach devised to classify the pattern of individual cells. As a novelty, we introduce an aggregation rule based on the estimation of the reliability of each composing experts. Then, the whole well staining pattern is computed using the reliability of its cells classification. The approach has been successfully tested on an annotated set of IIF images.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 54.88.179.12

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Soda, P. and Iannello, G. (2008). STAINING PATTERN CLASSIFICATION IN ANTINUCLEAR AUTOANTIBODIES TESTING. In Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 2: HEALTHINF; ISBN 978-989-8111-16-6; ISSN 2184-4305, SciTePress, pages 231-236. DOI: 10.5220/0001037702310236

@conference{healthinf08,
author={Paolo Soda. and Giulio Iannello.},
title={STAINING PATTERN CLASSIFICATION IN ANTINUCLEAR AUTOANTIBODIES TESTING},
booktitle={Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 2: HEALTHINF},
year={2008},
pages={231-236},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001037702310236},
isbn={978-989-8111-16-6},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 2: HEALTHINF
TI - STAINING PATTERN CLASSIFICATION IN ANTINUCLEAR AUTOANTIBODIES TESTING
SN - 978-989-8111-16-6
IS - 2184-4305
AU - Soda, P.
AU - Iannello, G.
PY - 2008
SP - 231
EP - 236
DO - 10.5220/0001037702310236
PB - SciTePress