TN and HER2+ breast cancers were also analyzed separately (detailed in Additional file 4: TN-specific and HER2+-specific response prediction) to compare the identified radiomic response features for the individual molecular subgroups with those identified when the TN and HER2+ cases were combined. The gene discussed is ERBB2; the disease is breast carcinoma.