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This paper presents a new method for automatic selection of Regions of Interest (ROIs) of functional brain images based on a Gaussian Mixture Model (GMM). This method allows avoiding the so-called small sample size problem in the construction of a CAD system that performs the automatic diagnosis of Alzheimers disease (AD). First we generate an image that holds the differences between normal and AD...
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