NFL.com's Aditi Kinkhabwala is on the scene in Cincinnati and reported that Rice is expected to start.
The Ravens (10-5) have locked up the top seed in the AFC North but cannot earn a first-round playoff bye.
Rice was not listed on the Ravens' injury report this week. He heads into Week 17 with 1,138 rushing yards and 478 receiving yards -- both his lowest totals since his rookie year.
UPDATE: Rice saw limited action in the first half Sunday. He had three carries for 5 yards and likely will sit out the remainder of the game.
Follow Kareem Copeland on Twitter @kareemcopeland.