The generalized Stieltjes transform (GST) is an integral transform that depends on a parameter p > 0. In previous work a convenient form of the inverse transformation was derived for the case p=3/2. This paper generalizes that result to all p > 0. It is a well-known fact that the GST can be formulated as an iterated Laplace transform, and that therefore its inverse can be expressed as an iterated inverse Laplace transform. The form of the inverse - transform derived here is a one-dimensional integral that is considerably simpler. (C) 2005 American Institute of Physics.