In medical applications, Association Analysis meets so many problems like complex sequences, unwanted rules, and dataset with missing values, etc. This work addresses the above said issues. The main goal of this work is to extract secret and unknown information from the proposed AIDS/ HIV infected peoples' treatment database. This works contributes one frequent pattern mining, two association rule mining and one AIDS/HIV patients treatment dataset.