I think the SIDS recommendation used to be to sleep them on their side anyway, before it changed to on their back.
If you're worried about her rolling onto her tummy though, can you prop her up with a rolled up terry nappy or small towel? Or you can get sleep positioners (if she is happy on her side though I'd still leave her like that).