Raonic appeared to be troubled by his foot during his quarter-final defeat by Andy Murray at the Madrid Masters on Friday, although he managed to complete the match.
The injury first surfaced shortly before the Monte Carlo Masters where Raonic withdrew before his quarter-final against Tomas Berdych and he could not compete in Barcelona.
His spokesman, Austin Nunn, said there was no structural damage to the foot.
"That's the good news. The bad news is every single time (he steps) it literally feels like he's stepping on a tack or jellyfish, is the equivalent," Nunn told the Toronto Star.
"He is trying to get ready to play the French Open," Nunn added "Rome is unfortunately just when the surgery can be done."
(Reporting by Martyn Herman; Editing by Douglas Beattie)
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