HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis
González-Vélez, Horacio, Mier, Mariola, Julià-Sapé, Margarida, Arvanitis, Thodoros N., Garcia-Gomez, Juan M., Robles, Montserrat, Lewis, Paul H., Dasmahapatra, Srinandan, Dupplaw, David, Peet, Andrew, Arús, Carles, Celda, Bernardo, Van Huffel, Sabine and Lluch-Ariet, Magí (2009) HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis. [in special issue: Computational Intelligence Agents] Journal of Applied Intelligence, 30, (3), 191-202. (doi:10.1007/s10489-007-0085-8).
We present an agent-based distributed decision support system for the diagnosis and prognosis of brain tumors developed by the HEALTHAGENTS project. HEALTHAGENTS is a European Union funded research project, which aims to enhance the classification of brain tumours using such a decision support system based on intelligent agents to securely connect a network of clinical centres. The HEALTHAGENTS system is implementing novel pattern recognition discrimination methods, in order to analyse in vivo Magnetic Resonance Spectroscopy (MRS) and ex vivo/in vitro High Resolution Magic Angle Spinning Nuclear Magnetic Resonance (HR-MAS) and DNA micro-array data. HEALTHAGENTS intends not only to apply forefront agent technology to the biomedical field, but also develop the HEALTHAGENTS network, a globally distributed information and knowledge repository for brain tumour diagnosis and prognosis.
|Keywords:||machine learning, decision support systems, computational intelligence, agents, pattern recognition, medical ontologies, medical informatics, magnetic resonance|
|Subjects:||Q Science > QA Mathematics > QA75 Electronic computers. Computer science
R Medicine > RC Internal medicine > RC0254 Neoplasms. Tumors. Oncology (including Cancer)
|Divisions:||Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Comms, Signal Processing & Control
Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Web & Internet Science
|Date Deposited:||20 Jan 2009 10:22|
|Last Modified:||27 Mar 2014 20:12|
|Further Information:||Google Scholar|
|ISI Citation Count:||15|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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