In 2005 , she performed the song on her Showgirl : The Greatest Hits Tour . But Minogue was unable to complete the tour , as she was diagnosed with early breast cancer and had to cancel the Australian leg of the tour . After undergoing treatment and recovery , Minogue resumed the concert tour in the form of Showgirl : The Homecoming Tour in 2007 , and she included " Ca n't Get You Out of My Head " on the setlist . In 2008 , she performed the song on the KylieX2008 tour , which was launched to promote her tenth studio album , '' X. '' The show was split into five acts ; " Ca n't Get You Out of My Head " was featured on the first act , titled " Xlectro Static , " in a mashup with the song " Boombox . " In 2009 , she performed the same version of the song on the For You , for Me tour , which was her first concert tour in North America . A more rock-oriented version of the song was performed during the Aphrodite : Les Folies Tour , which was launched to promote her eleventh studio album , '' Aphrodite . '' It was regarded as " seemingly inspired by the crunch of Janet Jackson 's " Black Cat . " During the performance , male back-up dancers in " S&M dog collars " danced with female back-up dancers , who were dressed in red ballroom gowns . In 2012 , Minogue promoted '' The Abbey Road Sessions '' by performing on the '' BBC Proms in the Park '' at Hyde Park , London . During the event , she also sang the orchestral version of " Ca n't Get You Out of My Head . " The Steve Anderson remix was performed on Minogue 's Kiss Me Once Tour and Kylie Summer 2015 Tour . It followed a performance of " Sexercize " in the fourth section , and an interlude dubbed the " Sex Segue . " She also performed this version during the 2015 Royal Albert Hall performance as part of her " Kylie Christmas " concert . An acoustic guitar-driven version of the song , sampling Fleetwood Mac 's " The Chain " , was performed on the Golden Tour ; writing for news.com.au , Nick Bond felt the performance showcased the singer 's ability to " breathe new life into some of her most inescapable hits via canny new arrangements "
KylieX2008
KylieX2008
Can't Get You Out of My Head