1. Third-Year Resident, Department of Emergency Medicine, Oakland University William Beaumont School of Medicine
2. Associate Professor, Department of Emergency Medicine, Oakland University William Beaumont School of Medicine
3. Statistician, Division of Informatics and Biostatistics, Beaumont Institute