Partnership to Improve Seniors Access to Medicare Act - Directs the Secretary of Health and Human Services (HHS) to establish a student loan repayment program for qualified physicians and nurse practitioners participating in Medicare who agree to accept Medicare individuals who seek the services of such health professionals.