Charlie Sheen's ex-wife Brooke Mueller, who was due to take at-home rehab treatment, has checked into a rehabilitation centre to deal with substance abuse problems.

"Brooke has decided to remove herself from the media spotlight and has entered a long-term in-patient treatment center where she can focus on her recovery without distraction," her representative said.