NEW ALBANY HEALTH & REHAB CENTER is a Medicare-certified nursing home located in NEW ALBANY, MS. CMS overall rating: 2 out of 5 stars. Google rating: 4.4 out of 5 from 65 reviews. Accepts both Medicare and Medicaid.