The veteran midfielder was forced off during the club's friendly clash with Vitoria Setubal on Wednesday and it was initially thought that Yorke had suffered bruising after a collision with keeper Nikola Milojevic.
"We thought it was just a bang on the head but there could be a fracture there, around his eye," boss Roy Keane told the club's official website. "He'll be out for a number of weeks."