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Authors: I. Gurevich 1 ; V. Yashina 1 ; H. Niemann 2 and O. Salvetti 3

Affiliations: 1 Dorodnicyn Computing Center of the Russian Academy of Sciences, Russian Federation ; 2 University of Erlangen-Nuernberg, Lehrstuhl fuer Informatik, Germany ; 3 Institute of Information Science and Technologies, CNR, Italy

Keyword(s): Image mining, image algebras, medical image analysis, pattern recognition in image understanding, information technologies, automated diagnosis.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: The paper is devoted to the development and formal representation of the descriptive model of information technology for automating morphologic analysis of cytological specimens (lymphatic system tumors). The main contributions are detailed description of algebraic constructions used for creating of mathematical model of information technology and its specification in the form of algorithmic scheme based on Descriptive Image Algebras. It is specified the descriptive model of an image recognition task and the stage of an image reduction to a recognizable from. The theoretical base of the model is the Descriptive Approach to Image Analysis and its main mathematical tools. It is demonstrated practical application of algebraic tools of the Descriptive Approach to Image Analysis and presented an algorithmic scheme of a technology implementing the apparatus of Descriptive Image Algebras.

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Paper citation in several formats:
Gurevich, I.; Yashina, V.; Niemann, H. and Salvetti, O. (2008). MEDICAL IMAGE MINING ON THE BASE OF DESCRIPTIVE IMAGE ALGEBRAS - Cytological Specimen Case. In Proceedings of the First International Conference on Health Informatics - Volume 2: HEALTHINF, (BIOSTEC 2008) ISBN 978-989-8111-16-6; ISSN 2184-4305, pages 66-73. DOI: 10.5220/0001041500660073

@conference{healthinf08,
author={I. Gurevich. and V. Yashina. and H. Niemann. and O. Salvetti.},
title={MEDICAL IMAGE MINING ON THE BASE OF DESCRIPTIVE IMAGE ALGEBRAS - Cytological Specimen Case},
booktitle={Proceedings of the First International Conference on Health Informatics - Volume 2: HEALTHINF, (BIOSTEC 2008)},
year={2008},
pages={66-73},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001041500660073},
isbn={978-989-8111-16-6},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the First International Conference on Health Informatics - Volume 2: HEALTHINF, (BIOSTEC 2008)
TI - MEDICAL IMAGE MINING ON THE BASE OF DESCRIPTIVE IMAGE ALGEBRAS - Cytological Specimen Case
SN - 978-989-8111-16-6
IS - 2184-4305
AU - Gurevich, I.
AU - Yashina, V.
AU - Niemann, H.
AU - Salvetti, O.
PY - 2008
SP - 66
EP - 73
DO - 10.5220/0001041500660073