Schenn missed the final four games of the regular season with an upper-body injury, while Scandella missed the final game against the Vegas Golden Knights with a lower-body injury.
Both players were on the ice for practice on Sunday before the team left for Minnesota.
The first-round series between the Blues and Wild begins Monday at 8:30 p.m. CT at Xcel Energy Center.