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  1. Neural networks in outcomes research.

    Article, Communication - En anglais

    Methods in Outcomes Research. Workshop. New Orleans, USA, 1998.

    Neural networks (NNs) are being used in the areas of prediction and classification of outcomes in medicine-areas in which regression models have traditionally been used.

    In this report, we summarize the steps in developing and testing an NN.

    Through applications in clinical research, we present several examples of NN development and evaluation.

    Through these applications we show that the performance of the NNs matched or exceeded the performance of traditional methods.

    We then discuss the advantages and disadvantages of NN models in comparison to traditional regression methods.

    Mots-clés Pascal : Recherche scientifique, Méthodologie, Réseau neuronal, Implémentation, Application, Avantage, Régression statistique, Article synthèse, Homme

    Mots-clés Pascal anglais : Scientific research, Methodology, Neural network, Implementation, Application, Advantage, Statistical regression, Review, Human

    Logo du centre Notice produite par :
    Inist-CNRS - Institut de l'Information Scientifique et Technique

    Cote : 99-0336095

    Code Inist : 002B28B. Création : 16/11/1999.