Boozer missed the last three games because of a strained left calf.
Joakim Noah had 14 points and 13 rebounds for his fifth straight double-double. The Bulls (27-25) moved two games above .500 for the first time since they were 6-4 on Nov. 21. They have won four of five.
Paul Pierce led Brooklyn with 15 points in the teams’ final game before the All-Star break. The Nets are 24-27, going 14-6 since Jan. 1.