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207: Medical Image Analysis & Pattern Recognition


Medical Image Analysis & Pattern Recognition



Ass. Prof. John Kalatzis, Prof. Dionysis Cavouras, Dr. Spyridon Kostopoulos


Introduction - Basic concepts (image, feature, pattern, learning, classification), Classification (MD, LSMD quadratic, Bayesian, ANN, PNN, Support vector machines), Generation of features, Feature selection, System-design and system performance evaluation



To present to MP students the importance of image analysis within the clinical diagnosis procedure and to provide them with the available methodologies for image classification, as well as hands-on experience on feature selection and pattern recognition using MATLAB.