Though email is sooo much more convenient for everyone involved, including PDs and PIs. And you.
If it’s the rare type of program/institution where you get admitted and already have a lab picked out (again, much more rare in MSTP than in straight PhD because of the two year lag), then getting on a PIs radar is going to mean showing interest in their work, etc.