1. Division of Hematology Department of Oncology and Palliative Care School of Medicine Richmond Virginia
2. Kerr Healthcare Analytics Mill Valley California
3. Department of Biostatistics Richmond Virginia
4. Cancer Informatics Core Massey Cancer Center Virginia Commonwealth University Richmond Virginia
5. Sharp Hospice Care San Diego California
6. Managed Care Operations, Sharp HealthCare San Diego California
7. Outpatient Palliative Care, Sharp HealthCare San Diego California