The purpose of this study is to evaluate the effects of stopping preventive therapy for DMAC in HIV-positive patients who (1) have been treated for DMAC for at least 12 months and are now free of any signs of DMAC for at least 16 weeks, and (2) have improved immune systems (CD4 cell counts greater than or equal to 100 cells/mm3) due to anti-HIV drug therapy.