(ANNs) and Support Vector Machines (SVMs). These two classifiers, which are widely used for pattern recognition, should provide a good generalization performance in the diagnosis task. The usage of such classifiers would reinforce and complement the diagnosis of the specialists and their methods in the diagnosis tasks.