Officer injured in fatal deputy-involved shooting By Rachel Leigh | April 7, 2014 at 8:33 PM EST - Updated July 20 at 9:01 PM SUBURBAN WEST PALM BEACH, FL (WFLX) - The Palm Beach County Sheriff's office says it is investigating a deadly, deputy-involved shooting. The department says it occurred in the 4800 block of Orleans Court just after 1 p.m. Monday. The sheriff's office says a man shot by the deputy has died. Neighbors say they heard a few 'pops' and thought they were fireworks. They learned a man was shot when they walked outside. The deputy involved was taken to the hospital with minor injuries. This story will be updated when more information is available. Copyright 2014 WFLX. All Rights Reserved.