I applied RD but never had the chance to visit or have an interview, since I live too far away. Could I send an email or something to state my interest? Rice is my second choice school and I would really want to go there
I think it would help 
Maybe you should mention your situation with not being able to visit. Was there no local alumni in your area for the interview?