Remove effected parts of the bush, leaves, stems, buds.
You can leave it there, or you can spray a fungicide from the garden center.
I prefer the ones which are absorbed by the bush. If mildew an ongoing problem, and you choose to spray..start early as the bushes are leafing out, and repeat as directed on package.
There are also powders, but they wash off and are toxic to birds and bees.