Roma have struggled at both ends of the pitch with just three goals scored and seven conceded.
"We are going through a difficult time where things aren't going our way," said Ranieri.
"But we must be calm and try to recover all of our players. I am certain we will get back on track.
"We have not won a game for a long time and I think the players are anxious."