WEIRTON GERIATRIC CENTER is a Medicare-certified nursing home located in WEIRTON, WV. CMS overall rating: 5 out of 5 stars. Google rating: 3.5 out of 5 from 2 reviews. Accepts both Medicare and Medicaid.