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Author: Alexandru G. Floares

Affiliation: SAIA - Solutions of Artificial Intelligence Applications; IOCN - Cancer Institute Cluj-Napoca, Artificial Intelligence Department, Romania

Keyword(s): Clinical decision support systems, Data mining, Artificial intelligence, Chronic hepatitis, Prostate cancer, Biopsy.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Expert Systems ; Health Information Systems ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Support for Clinical Decision-Making ; Symbolic Systems

Abstract: Clinical Decision Support Systems (CDSS) have the potential to replace painful, invasive, and costly procedures, to optimize medical decisions, improve medical care, and reduce costs. An even better strategy is to make use of a knowledge discovery in data approach, with the aid of artificial intelligence tools. This results in transforming conventional CDSS in Intelligent Clinical Decision Support (i-CDSS). Evolving i-CDSS give to the conventional CDSS the capability of self-modifying their rules set, through supervised learning from patients data. Intelligent and evolving CDSS represent a strong foundation for evidence-based medicine. We proposed a methodology of building i-CDSS and related concepts. These are illustrated with some of our results in liver diseases and prostate cancer, some of them showing the best published performance.

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Paper citation in several formats:
G. Floares, A. (2010). INTELLIGENT CLINICAL DECISION SUPPORT SYSTEMS. In Proceedings of the Third International Conference on Health Informatics (BIOSTEC 2010) - HEALTHINF; ISBN 978-989-674-016-0; ISSN 2184-4305, SciTePress, pages 282-287. DOI: 10.5220/0002740802820287

@conference{healthinf10,
author={Alexandru {G. Floares}.},
title={INTELLIGENT CLINICAL DECISION SUPPORT SYSTEMS},
booktitle={Proceedings of the Third International Conference on Health Informatics (BIOSTEC 2010) - HEALTHINF},
year={2010},
pages={282-287},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002740802820287},
isbn={978-989-674-016-0},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the Third International Conference on Health Informatics (BIOSTEC 2010) - HEALTHINF
TI - INTELLIGENT CLINICAL DECISION SUPPORT SYSTEMS
SN - 978-989-674-016-0
IS - 2184-4305
AU - G. Floares, A.
PY - 2010
SP - 282
EP - 287
DO - 10.5220/0002740802820287
PB - SciTePress