The authors identified errors in this recently published paper  and would like to make following two changes. 1. Original title of this paper does not accurately reflect this work. A new title should be "A spatial fuzzy C-means algorithm for segmentation of brain MRI images." 2. There are errors in the reported segmentation accuracy data of the proposed framework with brain in Table 2. The corrected Table 2 is shown in the following.