As someone going into radiology... connections are helpful but not required. I would have plenty of interviews without connections but would not feel confident at my top choice without having had connections (a letter from an accomplished grad with a phone call to the PD), for what that's worth.
The saying "who you know, not what you know" unfortunately hold true for a lot of medicine. This is especially true for competitive programs.