The visitors took a surprising lead in the fourth minute through Ruben Schaken to the bewilderment of the home fans, but the Dutch team were however undone by an unfortunate own-goal scored by Lex Immers seven minutes later after pressure from a seemingly resurgent Dynamo.
The continued pressure from the home side eventually paid off when Ideye found space to score in the 69th minute after connecting well with a cross from Husyev.
The goal was Ideye's fifth of the season.
The in-form striker also bagged a brace for his team in their 3-1 over Hoverla-Zakarpattia on Saturday