JOSEPH L MORSE HEALTH CENTER INC THE is a Medicare-certified nursing home located in WEST PALM BEACH, FL. CMS overall rating: 5 out of 5 stars. Google rating: 3.3 out of 5 from 4 reviews. Accepts both Medicare and Medicaid.