afni.nimh.nih.gov

3dAutomask works (approximately) by first thresholding the data, then keeping the largest connected set of above threshold voxels. I'm not sure how this could happen with normal EPI data. However, if you upload a sample dataset I'll take a look at it. Use the Upload Data link to the left and follow the instructions assiduously.