If you want the super-brown tasty bits, yes. You can roast whole Brussels Sprouts with this method too if you aren't worried about maximum caramelization (or you just want to make prep easier) - add 5 minutes of roasting time for smaller sprouts and 8-10 minutes for larger ones.