O'Rourke says Canavan will be missed after Tyrone's 1-15 to 0-13 defeat by Louth leaves them level with Kildare in the relegation zone.
The side face Offaly at home on Saturday, with O'Rourke expecting a 'massive battle' despite the loss of the experienced forward for a month in Australia.