INITIAL RESULTS ON KNOWLEDGE DISCOVERY AND DECISION SUPPORT FOR INTRACRANIAL ANEURYSMS

Christoph M. Friedrich, Martin Hofmann-Apitius, Robert Dunlop, Ioannis Chronakis, Miriam C. J. M. Sturkenboom, Roelof Risselada, Baldo Oliva, Ferran Sanz

Abstract

Intracranial Aneurysms are bulbous expansions of the intracranial vessels, that may rupture and lead to sub-arachnoid haemorrhage, which can result in severe disability or death of the affected person. The prediction of the individual rupture risk of a patient based on information from images, haemodynamic simulations, clinical parameters and genetic markers is one of the aims of the European Integrated Project @neurIST. The predicted rupture risk is meant to support decision making on clinical treatment. We will present initial results on Knowledge Discovery through a combination of text-mining, data integration from public bioinformatics data sources, and database mining. Additionally, we provide first results for decision support through knowledge based clinical guidelines and Bayesian networks.

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Paper Citation


in Harvard Style

M. Friedrich C., Hofmann-Apitius M., Dunlop R., Chronakis I., C. J. M. Sturkenboom M., Risselada R., Oliva B. and Sanz F. (2008). INITIAL RESULTS ON KNOWLEDGE DISCOVERY AND DECISION SUPPORT FOR INTRACRANIAL ANEURYSMS . In Proceedings of the First International Conference on Health Informatics - Volume 1: Special Session on Knowledge Discovery and Decision Support Systems in Health Information Systems, (BIOSTEC 2008) ISBN 978-989-8111-16-6, pages 265-272. DOI: 10.5220/0001045802650272


in Bibtex Style

@conference{special session on knowledge discovery and decision support systems in health information systems08,
author={Christoph M. Friedrich and Martin Hofmann-Apitius and Robert Dunlop and Ioannis Chronakis and Miriam C. J. M. Sturkenboom and Roelof Risselada and Baldo Oliva and Ferran Sanz},
title={INITIAL RESULTS ON KNOWLEDGE DISCOVERY AND DECISION SUPPORT FOR INTRACRANIAL ANEURYSMS},
booktitle={Proceedings of the First International Conference on Health Informatics - Volume 1: Special Session on Knowledge Discovery and Decision Support Systems in Health Information Systems, (BIOSTEC 2008)},
year={2008},
pages={265-272},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001045802650272},
isbn={978-989-8111-16-6},
}


in EndNote Style

TY - CONF
JO - Proceedings of the First International Conference on Health Informatics - Volume 1: Special Session on Knowledge Discovery and Decision Support Systems in Health Information Systems, (BIOSTEC 2008)
TI - INITIAL RESULTS ON KNOWLEDGE DISCOVERY AND DECISION SUPPORT FOR INTRACRANIAL ANEURYSMS
SN - 978-989-8111-16-6
AU - M. Friedrich C.
AU - Hofmann-Apitius M.
AU - Dunlop R.
AU - Chronakis I.
AU - C. J. M. Sturkenboom M.
AU - Risselada R.
AU - Oliva B.
AU - Sanz F.
PY - 2008
SP - 265
EP - 272
DO - 10.5220/0001045802650272