Milwaukee beat Chicago earlier this week in the season's first matchup between these injury-riddled foes.
With Derrick Rose done for the season and fellow starters Luol Deng (Achilles), Jimmy Butler (toe) and Joakim Noah (thigh) out, Chicago (8-12) shot 37.3 percent during Tuesday's 78-74 home loss to a Milwaukee team that had nine players.
John Henson had 25 points with 14 rebounds and six blocks while Brandon Knight overcame six turnovers by adding 19 with 10 boards for the Bucks (5-17), who played without Caron Butler (knee), Gary Neal (plantar faciitis), Zaza Pachulia (foot) and Larry Sanders (thumb).
"They're missing guys. We're missing guys," Knight said. "But at the end of the day, that's how it's going to be (in) NBA basketball. You're never going to have all your guys, more than likely."
Noah is expected to play in the rematch after he returned to the lineup Wednesday in New York. Though the Bulls rallied from a 23-point deficit, they fell 83-78 for their third straight defeat and ninth in 11 contests.
Chicago, which has shot 34.7 percent while averaging 75.7 points in the last three games, has not scored fewer than 80 in four consecutive contests since Nov. 24-Dec. 1, 2001.
"We just got to stick together as a team," Noah told the Bulls' official website after he finished with 12 points and 11 rebounds in 36 minutes. "We've been losing a lot of tough games right now, but we can't pout. We have to stick together through the hard times."
While Butler likely will sit for a 12th straight game, it's uncertain if Deng will miss his fourth in a row. The veteran small forward has averaged 26.2 points over his last six contests.
Ex-Buck Mike Dunleavy has stepped up in his absence, averaging 20.0 points in the last three. After scoring a season-high 24 on 9-of-15 shooting versus Milwaukee, he had 20 but missed 17 of 24 shots against the Knicks.
The Bulls have averaged 99.0 points and shot 47.6 percent during their six-game winning streak at Milwaukee, though they figure to be hard-pressed to post that type of production in their current state.
The Bucks are hardly an offensive juggernaut, either. Milwaukee averages 86.9 points at home - the worst in the league by nearly five points - and dropped to 2-9 there with Wednesday's 109-77 loss to San Antonio.
"We did not compete on a high level," said coach Larry Drew, whose team shot 34.5 percent and trailed wire-to-wire for the third time this season. "We can't use excuses of injuries or having played (consecutive nights). We didn't lay it on the line. We didn't play as hard as we should have."
Reserve guard Nate Wolters had 18 points and fellow rookie Giannis Antetokounmpo added 15 for the Bucks, who hope to at least have Neal back after he missed the last two contests.
Milwaukee's O.J. Mayo averages a team-leading 14.4 points and had 22 during a 90-82 home loss to Brooklyn on Saturday, but has totaled 10 on 3-of-16 shooting in the last two games.