What bag to use as hospital bag?

Super silly question. I'm almost 34 weeks, I want to start packing my hospital bag. Can I just use a small duffel for all the stuff? Or do I need to use like a diaper bag for baby's stuff. I figured they'd give us diapers so i was hoping to just pack his going home outfit.