The nature of statistical learning theory
The nature of statistical learning theory
Machine learning and data mining
Communications of the ACM
Least Squares Support Vector Machine Classifiers
Neural Processing Letters
Towards agent oriented application frameworks
ACM Computing Surveys (CSUR)
JADE: a FIPA2000 compliant agent development environment
Proceedings of the fifth international conference on Autonomous agents
IEEE Intelligent Systems
The evolution of Protégé: an environment for knowledge-based systems development
International Journal of Human-Computer Studies
A statistical brain-mapping system for the evaluation of communication disorders
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
The Knowledge Engineering Review
MASACAD: A Multiagent-Based Approach to Information Customization
IEEE Intelligent Systems
Pattern Recognition and Machine Learning (Information Science and Statistics)
Pattern Recognition and Machine Learning (Information Science and Statistics)
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Computers in Biology and Medicine
Ontology-based intelligent healthcare agent and its application to respiratory waveform recognition
Expert Systems with Applications: An International Journal
A multilayer perceptron-based medical decision support system for heart disease diagnosis
Expert Systems with Applications: An International Journal
A genetic fuzzy agent using ontology model for meeting scheduling system
Information Sciences: an International Journal
A lightweight coordination calculus for agent systems
DALT'04 Proceedings of the Second international conference on Declarative Agent Languages and Technologies
Ontology-mediated distributed decision support for breast cancer
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Brain tumor classification based on long echo proton MRS signals
Artificial Intelligence in Medicine
Automatic segmentation of non-enhancing brain tumors in magnetic resonance images
Artificial Intelligence in Medicine
Ranking of Brain Tumour Classifiers Using a Bayesian Approach
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Collaborative Agent-Based Learning for Brain Tumour Diagnosis
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Collaborative Agent-Based Learning for Brain Tumour Diagnosis
Proceedings of the 2009 conference on Artificial Intelligence Research and Development: Proceedings of the 12th International Conference of the Catalan Association for Artificial Intelligence
Computer Science - Research and Development
Journal of Biomedical Informatics
Artificial Intelligence in Medicine
Flexible case-based retrieval for comparative genomics
Applied Intelligence
A knowledge-based architecture for the management of patient-focused care pathways
Applied Intelligence
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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.