I find that when I swim, and I haven't eaten enough carbs, I get a really bad pounding headache. Strangely, this only happens when I swim. Might be worth eating a banana about an hour before the run?
I thought for ages it was dehydration, but ater experimenting, I know it's not.
Worth a try...