Rehani was chosen among 50 medical physicists who have made outstanding contributions in the world over the last 50 years (1963–2013) and honored at the International Conference on Medical Physics in Brighton, UK on 1–4 September 2013. He received the 2015 Butterfly Award from the Alliance for Radiation Safety in Pediatric Imaging.