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The colorectal cancer is a frequent lethal disease nowadays. The most reliable method for diagnosis, the biopsy, is invasive and dangerous. We developed computerized, texture-based methods, for non-invasive cancer diagnosis, using the information obtained from ultrasound images. In this work, we defined the co-occurrence matrix of complex textural micro-structures, determined by using the Laws' convolution...
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