1. Case Western Reserve University School of Medicine, Cleveland, Ohio
2. Medical Scientist Training Program, Yale School of Medicine, New Haven, Connecticut
3. Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio
4. Transitional Year Residency, Richmond Medical Center, Richmond, Ohio
5. Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, Ohio