Oral B IO

Hello!! I have the series 9 oral b IO and cannot for the life of me get mold to stop growing on the top part of the handle (under the head attachment) and then in the head attachment itself. I take the head off after each use and rinse and dry upright and separately, and I replace the head within the appropriate time interval. Does this happen to anyone else and how have you remedied it??