Rafinha suffered a torn ACL in his right knee during Barcelona's Champions League match on Wednesday at Roma.
Rafinha was on the receiving end of a heavy challenge from Roma midfielder Radja Nainggolan.
Rafinha had been on the pitch for just two minutes as a substitute.
Thiago, Rafinha's brother who plays for Bayern Munich, has also suffered a torn ACL.