Karen,
Dehumidifier will not help, as it will just draw water from your toilet pan. You may have to tile the walls if you haven't already done so, if you have mould on the walls or ceiling, use a white gloss paint on them first then when dry paint over with emulsion. The gloss will help prevent the mould showing through.
Good Luck
Brian L
August 2010