Access to Better Choice in Dialysis Act of 2006 - Directs the Secretary of Health and Human Services to implement a five-year pilot project to measure the impact of increasing the payment amount otherwise provided under title XVIII (Medicare) of the Social Security Act, based upon the provision of hemodialysis treatment more frequently than three times per week.