HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis

H González-Vélez; M Mier; M Julià-Sapé; Theodoros Arvanitis; JM García-Gómez; M Robles; PH Lewis; S Dasmahapatra; D Dupplaw; Andrew Peet; C Arús; B Celda; S Huffel; M Lluch-Ariet

doi:10.1007/s10489-007-0085-8

HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis

H González-Vélez
, M Mier
, M Julià-Sapé
, Theodoros Arvanitis
, JM García-Gómez
, M Robles
, PH Lewis
, S Dasmahapatra
, D Dupplaw
, Andrew Peet
, C Arús
, B Celda
, S Huffel
, M Lluch-Ariet

Research output: Contribution to journal › Article

66 Citations (Scopus)

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.

Original language	English
Pages (from-to)	191-202
Number of pages	12
Journal	Applied Intelligence
Volume	30
Issue number	3
Early online date	1 Sept 2007
DOIs	https://doi.org/10.1007/s10489-007-0085-8
Publication status	Published - 1 Jun 2009

Keywords

Agents
Pattern recognition
Medical ontologies
Computational intelligence
Decision support systems
Magnetic resonance
Medical informatics
Machine learning

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10.1007/s10489-007-0085-8

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title = "HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis",

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.",

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doi = "10.1007/s10489-007-0085-8",

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journal = "Applied Intelligence",

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AU - González-Vélez, H

AU - Mier, M

AU - Julià-Sapé, M

AU - Arvanitis, Theodoros

AU - García-Gómez, JM

AU - Robles, M

AU - Lewis, PH

AU - Dasmahapatra, S

AU - Dupplaw, D

AU - Peet, Andrew

AU - Arús, C

AU - Celda, B

AU - Huffel, S

AU - Lluch-Ariet, M

PY - 2009/6/1

Y1 - 2009/6/1

N2 - 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.

AB - 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.

KW - Agents

KW - Pattern recognition

KW - Medical ontologies

KW - Computational intelligence

KW - Decision support systems

KW - Magnetic resonance

KW - Medical informatics

KW - Machine learning

U2 - 10.1007/s10489-007-0085-8

DO - 10.1007/s10489-007-0085-8

M3 - Article

SN - 1573-7497

VL - 30

SP - 191

EP - 202

JO - Applied Intelligence

JF - Applied Intelligence

IS - 3

ER -

HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis

Abstract

Keywords

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