Na November 2004, Minogue wepụtara ya nke abụọ ukara kasị ukwuu hits album isiokwu Ultimate Kylie. The album amịpụtara abụọ kpọrọ: "M kwere na Ị" na "Enye Ị Up". The media kọrọ na Minogue energetically rụrụ na Sydney Herald dị ka a Grammy Award na udi nke "Best Dance ndekọ". Na March 2005, Minogue malitere ya Showgirl: The Greatest Hits Tour. Mgbe na-eme na Europe, Minogue gara Melbourne, ebe ọ chọpụtara na ya nwere ọrịa cancer ara, n'ihi na ya ịkagbu tour. Ọ maliteghachiri njem na November 2006, n'okpuru aha Showgirl: The Homecoming Tour.
February 2007