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Authors: Rene Schult ; Pawel Matuszyk and Myra Spiliopoulou

Affiliation: Otto-von-Guericke-University, Germany

Keyword(s): Knowledge discovery from medical protocols, Knowledge discovery from anesthesia protocols, Knowledge discovery, Data mining, Healthcare information systems.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Clinical Problems and Applications ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Decision Support Systems ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Software Systems in Medicine

Abstract: We study the potential of analyzing medical protocols with data mining methods for resource planing. Background. Medical protocols can be exploited in several resource planing applications, such as optimizing occupancy of surgery rooms or scheduling teams for surgery operations. Literature has identified many variables that can be used to predict resource demand; some of them can be extracted from medical protocols. Contribution. We propose a high-level framework for knowledge discovery from medical protocols, and present a first instantiation in a German hospital. We report on the findings of this instantiation for the task of predicting surgical room occupancy time.

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Paper citation in several formats:
Schult, R.; Matuszyk, P. and Spiliopoulou, M. (2012). FRAMEWORK FOR COMPUTER AIDED ANALYSIS OF MEDICAL PROTOCOLS IN A HOSPITAL. In Proceedings of the International Conference on Health Informatics (BIOSTEC 2012) - HEALTHINF; ISBN 978-989-8425-88-1; ISSN 2184-4305, SciTePress, pages 225-230. DOI: 10.5220/0003776702250230

@conference{healthinf12,
author={Rene Schult. and Pawel Matuszyk. and Myra Spiliopoulou.},
title={FRAMEWORK FOR COMPUTER AIDED ANALYSIS OF MEDICAL PROTOCOLS IN A HOSPITAL},
booktitle={Proceedings of the International Conference on Health Informatics (BIOSTEC 2012) - HEALTHINF},
year={2012},
pages={225-230},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003776702250230},
isbn={978-989-8425-88-1},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the International Conference on Health Informatics (BIOSTEC 2012) - HEALTHINF
TI - FRAMEWORK FOR COMPUTER AIDED ANALYSIS OF MEDICAL PROTOCOLS IN A HOSPITAL
SN - 978-989-8425-88-1
IS - 2184-4305
AU - Schult, R.
AU - Matuszyk, P.
AU - Spiliopoulou, M.
PY - 2012
SP - 225
EP - 230
DO - 10.5220/0003776702250230
PB - SciTePress

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