Categorical variables, interactions and generalized additive models. Applications in computer-aided diagnosis systems

Abstract Recently, the generalized additive models (GAMs) have been presented as a novel statistical approach to distinguish lesion/non-lesion in computer-aided diagnosis (CAD) systems. In this paper, we present an extension of the GAM that allows for the introduction of factors and their interactio...

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