The Terps never led as the Wolverines swept the season series.
The Alabama transfer has started the last six games for the Terps.
Five Terps scored in double figures, led by Aaron Wiggins' 21 points.
Marcus Dockery, Aquan Smart and James Graham have emerged as valuable options off the bench in recent games.
The senior scored a career-high 19 points in the victory.
“It was one of the most memorable things I’ve been a part of in my basketball career."
The Hawkeyes closed the first half on a 35-7 run to put the Terps away early.
Trayce Jackson-Davis paced the Hoosiers' comeback with 17 second-half points.
Morsell is out after suffering a facial fracture against No. 16 Michigan on New Year's Eve.
Morsell had surgery to repair the fracture.