I find that I usually have to fiddle with the display settings a bit before I can really run a fullscreen game. I don't remember right offhand how I do it... I never take notes.
Luckily the newer D-Fend makes it pretty easy. BTW, IIRC the original DosBox project was abandoned and absorbed into D-Fend. It's all one package now.