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Authors: Marek R. Ogiela 1 ; Ryszard Tadeusiewicz 1 and Lidia Ogiela 2

Affiliations: 1 AGH University of Science and Technology, Institute of Automatics, Poland ; 2 AGH University of Science and Technology, Poland

Keyword(s): Intelligent systems, image understanding, pattern classification, medical imaging, artificial intelligence

Related Ontology Subjects/Areas/Topics: Applications of Expert Systems ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; 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 ; Strategic Decision Support Systems ; Verification and Validation of Knowledge-Based Systems

Abstract: This paper presents new approach in application of picture languages for cognitive analysis and reasoning of selected medical visualization. It will be shown new opportunities for applying these methods to undertake tasks of the automatic understanding of image semantics in intelligent medical information or computer-aided diagnosis systems. These systems are applied in various tasks supporting decisions taken in the wide area of health care and medical imaging. The possibility of obtaining the information about semantic content of the medical images may contribute considerably to the creation of new intelligent cognitive medical systems. This article shows that structural techniques of artificial intelligence may be applied in the case of tasks related to automatic classification and machine perception of semantic pattern content in order to determine the medical meaning of the images. In the paper, we describe some examples presenting ways of applying such techniques in the creatio n of cognitive vision systems for selected classes of medical images. (More)

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Paper citation in several formats:
R. Ogiela, M.; Tadeusiewicz, R. and Ogiela, L. (2004). COGNITIVE REASONING IN INTELLIGENT MEDICAL INFORMATION SYSTEMS - Visual Data Perception Algorithms in Medical Decision Support Systems. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 222-225. DOI: 10.5220/0002603402220225

@conference{iceis04,
author={Marek {R. Ogiela}. and Ryszard Tadeusiewicz. and Lidia Ogiela.},
title={COGNITIVE REASONING IN INTELLIGENT MEDICAL INFORMATION SYSTEMS - Visual Data Perception Algorithms in Medical Decision Support Systems},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={222-225},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002603402220225},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - COGNITIVE REASONING IN INTELLIGENT MEDICAL INFORMATION SYSTEMS - Visual Data Perception Algorithms in Medical Decision Support Systems
SN - 972-8865-00-7
IS - 2184-4992
AU - R. Ogiela, M.
AU - Tadeusiewicz, R.
AU - Ogiela, L.
PY - 2004
SP - 222
EP - 225
DO - 10.5220/0002603402220225
PB - SciTePress