Rice admitted that he was surprised by the referee's decision to send him off, particularly given the nature of the second yellow card.
He added: "Yeah I was shocked, I think you could see in my face I was shocked. He's obviously gone over, I've not sprinted over and smashed the ball away, I’ve touched the ball with the outside of my foot.
"But look, this is the laws of the game. If you touch ball away, even a little bit, obviously it’s a red card after my challenge in the first half which I fully accept was a 50-50 that I didn’t win. But the second half one, especially with it being in the corner flag, they can't really progress anywhere from there. It was tough, it was harsh, but it's one of those things. I have to move on from it, I will be better for it and I can only praise the players for digging deep for me, and the manager for pushing everyone, and the fans as well who were unbelievable again this afternoon. That’s how I see it."