Radioactive decay involves the unplanned transformation of one element into another. The only way that this can happen is by changing the number of protons in the nucleus (an element is described by its number of protons). There are a number of ways that this can happen and when it does, the atom is forever changed. There is no going back -- the process is irreversible.