Two fully-unsupervised methods for MR brain image segmentation using SOM-based strategies

► Two New MR image segmentation algorithms have been presented. ► Methods based on SOM. ► Devised new SOM clustering techniques for MRI segmentation. ► The results obtained outperforms other segmentation approaches. ► Proposal evaluation using the IBSR database as well as high-resolution MR images.