Top Level Care, Riverside Charm Centrally located in Baltimore County, just steps away from the breathtaking Back River tidal estuary, Autumn Lake at Riverview is a recently renovated, state-of-the-art nursing home. Located on a quiet street, residents come here to rest, recover and rejuvenate in the capable hands of our warm, caring team. In addition to sub-acute rehabilitation, we are known for our excellence in long-term care, providing round-the-clock skilled nursing for a wide range of complex medical conditions.