Rice was limited in practice all week after sitting out his first game since 2008. He is dealing with a hip flexor strain.
Defensive lineman Chris Canty is the only other starter whose availability is uncertain. He is also questionable with a groin injury.
The only additions to the injury report was wide receiver Brandon Stokley (groin), who is questionable after being limited in Friday's practice.
Here's the Ravens' complete injury report:
Out: WR Jacoby Jones (knee).
Questionable: RB Ray Rice (hip), DE Chris Canty (groin), WR Brandon Stokley (groin), LB Arthur Brown (chest), WR Deonte Thompson (foot), DT Brandon Williams (toe), RB Shaun Draughn (ankle) and LB Pernell McPhee (knee).
Probable: WR Marlon Brown (neck).