In this article we are going to introduce certain applications of the
theory of neural network to medicine. In particular suppose for a given disease D, belonging to the category of
immune deficiency diseases or cancers, there are numbers of drugs each with
partial remedial effect on D. We are
going to formulate a cocktail consisting of mixture of the above drugs with
optimal remedial effect on D.