No, you don't need to remove the rind, and actually you shouldn't! The rind's flavor is integral to the brie experience! That being said, if I am using an entire wheel of brie instead of a wedge, I may cut away some of the side rind so that, when baked, the insides ooze out a bit to give it that delicious, melty look.