The combative midfielder could miss Saturday's game against Torino due to physical problems, while Martin Caceres has also sustained a knock
The midfielder picked up a knock on the training pitch earlier this week, and it is not yet known if he will be match fit in time for Saturday's encounter.
"Arturo Vidal pulled up in Tuesday’s workout due to an overload in his adductor muscles. The Chilean midfielder's condition will be progressively monitored over the next few days," a statement on the official Juventus website reads.
The 25-year-old has been a key figure for the Bianconeri so far this season, scoring nine goals in 18 appearances.
Meanwhile, Martin Caceres could also face a spell on the sidelines after sustaining an ankle injury in training.
"Martin Caceres missed out on Tuesday’s double workout after reporting for training with a pain in his left ankle," a statement reads.
"The defender was given an MRI scan which displayed a notable joint effusion and a minimal ankle ligament strain. His recovery time will be assessed over the coming days."
Caceres joined Juve from Sevilla in January 2012, and has since become an important first team member at Juventus Stadium.