1. Department of Epidemiology, University of Arkansas for Medical Sciences, College of Public Health, Little Rock, AR, USA
2. Department of Biomedical Informatics, University of Arkansas for Medical Sciences, College of Public Health, Little Rock, AR, USA
3. IMPACT Melanoma, Concord, MA USA
4. Skin Care Physicians of Chestnut Hill,Chestnut Hill,MA, USA