No, there isn't any nice way of doing this - basically you have to set it in the constructor, which isn't pleasant.
There are various limitations to automatic properties like this - my biggest gripe is that there isn't a way to create a read-only automatic property which can be set in the constructor but nowhere else (and backed by a readonly field).