TY - JOUR
T1 - HealthAgents: Distributed multi-agent brain tumor diagnosis and prognosis
AU - González-Vélez, Horacio
AU - Mier, Mariola
AU - Julià-Sapé, Margarida
AU - Arvanitis, Theodoros N.
AU - García-Gómez, Juan M.
AU - Robles, Montserrat
AU - Lewis, Paul H.
AU - Dasmahapatra, Srinandan
AU - Dupplaw, David
AU - Peet, Andrew
AU - Arús, Carles
AU - Celda, Bernardo
AU - Van Huffel, Sabine
AU - Lluch-Ariet, Magí
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. © 2007 Springer Science+Business Media, LLC.
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. © 2007 Springer Science+Business Media, LLC.
KW - Agents
KW - Computational intelligence
KW - Decision support systems
KW - Machine learning
KW - Magnetic resonance
KW - Medical informatics
KW - Medical ontologies
KW - Pattern recognition
U2 - https://doi.org/10.1007/s10489-007-0085-8
DO - https://doi.org/10.1007/s10489-007-0085-8
M3 - Article
SN - 0924-669X
VL - 30
SP - 191
EP - 202
JO - Applied Intelligence
JF - Applied Intelligence
ER -