1. Department of Neurology , The Johns Hopkins University School of Medicine , Baltimore, MD , USA
2. Director of the Armstrong Institute Center for Diagnostic Excellence , Johns Hopkins University School of Medicine , Baltimore, MD , USA
3. Professor, Department of Epidemiology , The Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
4. Sr. Clinical Analytics Specialist, Patient Safety-Advanced Analytics and Coding, CRICO , Boston, MA , USA
5. Assistant Professor of Medicine, Part-time, Department of Medicine, Brigham and Women’s Hospital and Harvard Medical School , Boston, MA , USA
6. Data Analytics Manager, Patient Safety-Advanced Analytics and Coding, CRICO , Boston, MA , USA
7. Department of Medicine , The Johns Hopkins University School of Medicine , Baltimore, MD , USA
8. Department of Biostatistics , The Johns Hopkins Bloomberg School of Public Health , Baltimore, MD , USA
9. Department of Oncology , The Johns Hopkins University School of Medicine , Baltimore, MD , USA
10. RN, CPHRM, CPPS, Director of Patient Safety, CRICO Strategies , 1325 Boylston Street , Boston, MA 02215 , USA , Phone: (617) 450-5552, Fax: (617) 679-1237