Somerset Nursing and Rehabilitation Facility is a Medicare-certified nursing home located in Somerset, KY. CMS overall rating: 2 out of 5 stars. Google rating: 4.5 out of 5 from 29 reviews. Accepts both Medicare and Medicaid.