Collie finished with 13 points for Southern Utah (4-7, 2-0 Big Sky), and Jackson Stevenett led the way with 14 points.
Southern Utah trailed by five points at the half but managed to battle back despite hitting just 21 of 62 field-goal attempts and just 2 of 16 from 3-point range (both good by Collie).
Northern Colorado (3-7, 1-1) still had a chance to win it after Collie's shot, but Tevin Svihovec couldn't get a layup to go with 9 seconds left and Southern Utah pulled in the rebound.
The family of former Houston Astros owner Roy Hofheinz wants a court to require the University of Houston to keep his name on the school's basketball arena.
Michigan has hired assistant basketball coaches Billy Donlon and Saddi Washington.
Duke and Cincinnati, 2016 NCAA tournament teams, highlight the eight-team field for the Naismith Memorial Basketball Hall of Fame Tip-Off Tournament.