AUTUMN LAKE HEALTHCARE AT PERRING PARKWAY is a Medicare-certified nursing home located in BALTIMORE, MD. CMS overall rating: 4 out of 5 stars. Google rating: 4.5 out of 5 from 122 reviews. Accepts both Medicare and Medicaid.