| 2022 | AMIA | Application of Natural Language Processing to Identify Social Needs from The Electronic Health Record's Free-Text Notes. | Geoffrey M. Gray, Luis M. Ahumada, Ayah Zirikly, Masoud Rouhizadeh, Thomas Richards, Elham Hatef |
| 2022 | AMIA | Development of an Integrated Clinical and Social Multi-level Risk Score to Identify Social Needs Among Minority Populations in Baltimore City. | Elham Hatef, Hsien-Yen Chang, Thomas Richards, Elyse C. Lasser, Hadi Kharrazi, Jonathan P. Weiner |
| 2022 | AMIA | Association of Documented Social Needs in Claims and Electronic Health Records of Medicaid Population with Healthcare Utilization and Costs. | Chintan J. Pandya, Elham Hatef, Jun Bo Wu, Thomas Richards, Jonathan Weiner, Hadi Kharrazi |
| 2021 | AMIA | Assessing the Documentation of Social Needs in Electronic Health Records' Unstructured Data: A Collaboration of Johns Hopkins Health System and Kaiser Permanente. | Elham Hatef, Masoud Rouhizadeh, Claudia Nau, Fagen Xie, Ariadna Padilla, Lindsay Joe Lyons, Christopher Rouillard, Mahmoud Abu-Nasser, Hadi Kharrazi, Jonathan P. Weiner, Douglas Roblin |
| 2021 | AMIA | Improving the Prediction of Healthcare Costs and Utilization Using the Area Deprivation Index and Statewide Insurance Data. | Hadi Kharrazi, Hsien-Yen Chang, Elham Hatef, Xiaomeng Ma, Jonathan P. Weiner |
| 2020 | AMIA | Addressing Health Equity in the Healthcare System: Assessing the Impact of Neighborhood Characteristics on Healthcare Utilization in Baltimore City. | Elham Hatef, Jonathan P. Weiner, Hsien-Yen Chang, Chris Kitchen, Hadi Kharrazi |
| 2020 | AMIA | Comparison of the Impact of Placed-based Social Determinants of Health on Claims-based Risk Adjustment Models Across Different Geographic Levels. | Hadi Kharrazi, Hsien-Yen Chang, Elham Hatef, Jonathan P. Weiner |
| 2020 | AMIA | Internet Access, Social Risk Factors, and Web-Based Social Support Seeking Behavior: Assessing Correlates of the "Digital Divide" Across Neighborhoods in the State of Maryland. | Xiaomeng Ma, Elham Hatef, Yahya Shaikh, Hadi Kharrazi, Jonathan P. Weiner, Darrell J. Gaskin |
| 2018 | AMIA | A Conceptual Framework and Approach for Integration of Population and Patient-Level Electronic Data to Address Social Determinants of Health within Veterans Health Administration's Patient Centered Medical Home. | Elham Hatef, Kelly Searle, Zachary Predmore, Elyse C. Lasser, Hadi Kharrazi, Philip Sylling, Karin Nelson, Stephan D. Fihn, Jonathan P. Weiner |