I doubt that the Atkins diet has any relationship with the rash. I also think the dermatologist would be able to distinguish rosacea from xerosis without much trouble. My advice is to follow the doctor's recommendations and get back to him if they don;t work. But diet is probably not at issue.
Best.
Dr. Rockoff