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3 Result(s)

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  1. No Access

    Chapter

    On the Implementation of HealthAgents: Agent-Based Brain Tumour Diagnosis

    This paper introduces HealthAgents, an EC-funded research project to improve the classification of brain tumours through multi-agent decision support over a secure and distributed network of local databases or...

    Magí Lluch-Ariet, Francesc Estanyol, Mariola Mier… in Agent Technology and e-Health (2008)

  2. No Access

    Chapter and Conference Paper

    Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression

    In this paper we compare thirteen different methods to obtain multi-class probability estimates in view of two medical case studies. The basic classification method used to implement all methods are least squa...

    Ben Van Calster, Jan Luts, Johan A. K. Suykens… in Artificial Neural Networks – ICANN 2007 (2007)

  3. No Access

    Chapter and Conference Paper

    Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning

    The incorporation of new biomedical technologies in the diagnosis and prognosis of cancer is changing medicine to an evidence-based diagnosis. We summarize some studies related to brain tumour research in Euro...

    Juan M. García–Gómez, Salvador Tortajada… in Computational and Ambient Intelligence (2007)