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HealthAgents : distributed multi-agent brain tumor diagnosis and prognosis
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González-Vélez, Horacio, Mier, Mariola, Julià-Sapé, Margarida, Arvanitis, Theodoros N., García-Gómez, 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. Applied Intelligence, Volume 30 (Number 3). pp. 191-202. doi:10.1007/s10489-007-0085-8 ISSN 0924-669X.
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Official URL: http://dx.doi.org/10.1007/s10489-007-0085-8
Abstract
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 tumors using such a decision support system based on intelligent agents to securely connect a network of clinical centers. The HealthAgents system is implementing novel pattern recognition discrimination methods, in order to analyze 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 tumor diagnosis and prognosis.
| Item Type: | Journal Article | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||
| Journal or Publication Title: | Applied Intelligence | ||||
| Publisher: | Springer New York LLC | ||||
| ISSN: | 0924-669X | ||||
| Official Date: | June 2009 | ||||
| Dates: |
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| Volume: | Volume 30 | ||||
| Number: | Number 3 | ||||
| Page Range: | pp. 191-202 | ||||
| DOI: | 10.1007/s10489-007-0085-8 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access |
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