Check behind on the turn. There are very few hands he's calling with on the flop that don't call on the turn, and you don't mind a free card with two overs and a nut gutshot draw.

On the river, you should call because, as you said, you're getting great odds and there are draws that didn't get there. If the flop had been 259r, then the river's an easy fold, IMHO.