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The following is the code for the brain image segmentation based on the Self-Organizing Map (SOM) algorithm. This code is capable of segmenting a brain image and generating a segmented labeled image with different colors representing different labels. Specifically, this code focuses on segmenting the tumor regions within a given brain image and representing them as color labels. It supports the usage of both T1 and T2 weighted brain images for the segmentation process.