In late March 2017, after initially being sidelined for Milan's following fixtures against Chievo, Juventus, and Genoa, Abate was ruled out for the remainder of the 2016–17 season, due to requiring surgery after suffering "blunt force trauma" to his left eye, after being hit by a ball in the face during a match against Sassuolo on 26 February.