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MEDICAL KNOWLEDGE REPRESENTATION WITHIN HEARTFAID PLATFORM

Topics: Affective Computing; Cognitive Informatics; Confidentiality and Data Security; Databases and Datawarehousing; Datamining; Decision Support Systems; Development of Assistive Technology for Independent Living; e-Commerce in the Health Sector; Ehealth; Expert Systems in Healthcare; Hospital Management Systems; Human-Machine Interfaces for Disabled Persons; ICT for Cognitive Disabilities; ICT, Ageing and Disability; Interoperability; Medical and Nursing Informatics; Online Medical Applications; Physiological Modeling; Practice Based Research Methods for Assistive Technology; Semantic Interoperability; Socio-Economic Issues of Assistive Technology; Telemedicine; Therapeutic Systems and Technologies; Wearable Health Informatics

Authors: Dragan Gamberger 1 ; Marin Prcela 1 ; Alan Jović 1 ; Tomislav Šmuc 1 ; Ganfranco Parati 2 ; Mariaconsuelo Valentini 2 ; Katarzyna Styczkiewicz 3 ; Kalina Kawecka-Jaszcz 3 ; Andrzej Kononowicz 3 ; Antonio Candelieri 4 ; Domenico Conforti 4 and Rosita Guido 4

Affiliations: 1 Rudjer Boskovic Institute, Croatia ; 2 Cardiology II, S.Luca Hospital, Istituto Auxologico Italiano, Italy ; 3 Jagiellonian University Medical College, Poland ; 4 University of Calabria, Italy

Keyword(s): Heart failure, knowledge representation, ontology, production rules.

Related Ontology Subjects/Areas/Topics: Affective Computing ; Applications ; Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Business Analytics ; Cardiovascular Technologies ; Cloud Computing ; Cognitive Informatics ; Collaboration and e-Services ; Complex Systems Modeling and Simulation ; Computing and Telecommunications in Cardiology ; Confidentiality and Data Security ; Data Engineering ; Data Mining ; Databases and Datawarehousing ; Databases and Information Systems Integration ; Datamining ; Development of Assistive Technology ; Devices ; Distributed and Mobile Software Systems ; e-Business ; e-Commerce in the Health Sector ; e-Health ; Enterprise Information Systems ; Expert Systems ; Health Engineering and Technology Applications ; Health Information Systems ; Hospital Management Systems ; Human-Computer Interaction ; Human-Machine Interfaces for Disabled Persons ; ICT for Cognitive Disabilities ; ICT, Ageing and Disability ; Integration/Interoperability ; Interoperability ; Knowledge Engineering and Ontology Development ; Knowledge Management and Information Sharing ; Knowledge-Based Systems ; Medical and Nursing Informatics ; Mobile Technologies ; Mobile Technologies for Healthcare Applications ; Neural Rehabilitation ; Neurotechnology, Electronics and Informatics ; Online Medical Applications ; Ontologies and the Semantic Web ; Physiological Computing Systems ; Physiological Modeling ; Platforms and Applications ; Practice Based Research Methods for Assistive Technology ; Semantic Interoperability ; Sensor Networks ; Signal Processing ; Simulation and Modeling ; Socio-Economic Issues of Assistive Technology ; Soft Computing ; Software Agents and Internet Computing ; Software and Architectures ; Software Engineering ; Symbolic Systems ; Telemedicine ; Therapeutic Systems and Technologies ; Wearable Sensors and Systems

Abstract: The paper presents the results of the development of the knowledge base for the HEARTFAID platform. The means and methods used to collect, systematize and formalize medical knowledge, as well as to test the developed knowledge representation are described. The descriptive part of the knowledge base is realized as an ontology which conceptualizes the heart failure medical domain. The procedural part of the knowledge base is realized through sets of production rules. The procedural knowledge covers the tasks of heart failure diagnosis, severity assessment, treatment process, medication prescription and dosage, medication contraindications, prognosis estimation, and acute decompensation detection. Finally, medical plans are used to present medical actionable knowledge. Currently they are used only to systemize procedural knowledge development process but they present a challenge for the future work in the field of medical knowledge representation.

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Paper citation in several formats:
Gamberger, D.; Prcela, M.; Jović, A.; Šmuc, T.; Parati, G.; Valentini, M.; Styczkiewicz, K.; Kawecka-Jaszcz, K.; Kononowicz, A.; Candelieri, A.; Conforti, D. and Guido, R. (2008). MEDICAL KNOWLEDGE REPRESENTATION WITHIN HEARTFAID PLATFORM. In Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 1: Special Session on Knowledge Discovery and Decision Support Systems in Health Information Systems; ISBN 978-989-8111-16-6; ISSN 2184-4305, SciTePress, pages 307-314. DOI: 10.5220/0001045203070314

@conference{special session on knowledge discovery and decision support systems in health information systems08,
author={Dragan Gamberger. and Marin Prcela. and Alan Jović. and Tomislav Šmuc. and Ganfranco Parati. and Mariaconsuelo Valentini. and Katarzyna Styczkiewicz. and Kalina Kawecka{-}Jaszcz. and Andrzej Kononowicz. and Antonio Candelieri. and Domenico Conforti. and Rosita Guido.},
title={MEDICAL KNOWLEDGE REPRESENTATION WITHIN HEARTFAID PLATFORM},
booktitle={Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 1: Special Session on Knowledge Discovery and Decision Support Systems in Health Information Systems},
year={2008},
pages={307-314},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001045203070314},
isbn={978-989-8111-16-6},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 1: Special Session on Knowledge Discovery and Decision Support Systems in Health Information Systems
TI - MEDICAL KNOWLEDGE REPRESENTATION WITHIN HEARTFAID PLATFORM
SN - 978-989-8111-16-6
IS - 2184-4305
AU - Gamberger, D.
AU - Prcela, M.
AU - Jović, A.
AU - Šmuc, T.
AU - Parati, G.
AU - Valentini, M.
AU - Styczkiewicz, K.
AU - Kawecka-Jaszcz, K.
AU - Kononowicz, A.
AU - Candelieri, A.
AU - Conforti, D.
AU - Guido, R.
PY - 2008
SP - 307
EP - 314
DO - 10.5220/0001045203070314
PB - SciTePress

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