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Neurofibromatosis type 1 (NF1) is a genetic disorder characterized by increased predisposition for tumor development and cognitive deficits. In this work, we used maps of grey matter density obtained from Magnetic Resonance (MR) brain structural scans to distinguish between NF1 patients and healthy controls with a multivariate pattern analysis technique, Support Vector Machines. Up to 83% of all participants...
In this work we describe a project that is currently in progress. We point out the key ideas of the project explaining the pros and cons of the chosen approach. A clinic with image facilities produces a huge amount of information per year that, most of the times, is underused since exams are analyzed individually without the comparison between individuals or the exploration of features of a certain...
Algorithms for Epileptic seizure prediction using various features extracted from the multichannel Electroencephalo-graphic (EEG) signals, need to work in high dimensional spaces, leading to increased difficulties in computational time and convergence conditions. Multidimensional Scaling (MDS) is a technique to surpass this curse of dimensionality in classification problems. In this work we investigate...
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