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Background In this pilot study we evaluated the performance of a substitute CT (s-CT) image derived from MR data of the brain, as a basis for optimization of intensity modulated rotational therapy, final dose calculation and derivation of reference images for patient positioning. Methods S-CT images were created using a Gaussian mixture regression model on five patients previously treated with radiotherapy...