Top Level Care in a Calming Atmosphere Conveniently located on the border of Washington D.C., Autumn Lake Healthcare at Chevy Chase provides a state-of-the-art nursing center featuring a beautiful, private courtyard. Bright and brimming with warmth, our facility helps residents rest, relax, and rejuvenate in the capable hands of our caring staff. In addition to sub-acute rehabilitation, we are known for our excellence in long-term care, which provides round-the-clock skilled nursing for a wide range of complex medical conditions. We look forward to welcoming you.