1. Department of Clinical Analytics
2. Department of Pathology (Transfusion Medicine)
3. Armstrong Institute for Patient Safety and Quality; Johns Hopkins Medical Institutions; Baltimore Maryland
4. Vanderbilt University School of Medicine; Nashville Tennessee
5. Department of Anesthesiology/Critical Care Medicine; Johns Hopkins Medical Institutions; Baltimore Maryland