AUTUMN LAKE HEALTHCARE AT PATUXENT RIVER is a Medicare-certified nursing home located in LAUREL, MD. CMS overall rating: 3 out of 5 stars. Google rating: 3.9 out of 5 from 178 reviews. Accepts both Medicare and Medicaid.