| 2023 | AAAI | Censored Fairness through Awareness. | Wenbin Zhang, Tina Hernandez-Boussard, Jeremy C. Weiss |
| 2022 | AMIA | The Impact of Algorithms on Racial and Ethnic Disparities in Health and Healthcare. | Arlene Bierman, Helen Burstin, Tina Hernandez-Boussard, Maia Hightower, Nikhil Mull |
| 2022 | AMIA | Using Reddit to detect suicidal ideation from patient emails. | Marieke M. van Buchem, Hamza El Mosor, Jean Coquet, Tina Hernandez-Boussard |
| 2022 | AMIA | Implications of Data As a Public Good: Charting a Path Toward Diagnostic Excellence. | Curtis P. Langlotz, Thomas Wang, Tina Hernandez-Boussard, Irene Dankwa-Mullan |
| 2022 | AMIA | Predicting Prolonged Opioid Use Following Surgery Using Machine Learning: Challenges and Outcomes. | Behzad Naderalvojoud, Anne A. H. de Hond, Alessandro Shapiro, Jean Coquet, Tina Seto, Tina Hernandez-Boussard |
| 2022 | AMIA | Using Deep Learning-based Natural Language Processing to Identify Reasons for Statin Non-Adherence in Patients with Atherosclerotic Cardiovascular Disease. | Alban Zammit, Tina Hernandez-Boussard, Jean Coquet, Ashish Sarraju, Fatima Fatiguez |
| 2021 | AMIA | Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage. | Selen Bozkurt, Tina Hernandez-Boussard |
| 2020 | AMIA | Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy. | Selen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard |
| 2020 | AMIA | Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. | Tina Hernandez-Boussard, Juan Antonio Lossio-Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes |
| 2020 | AMIA | The Food and Drug Administration (FDA) Center for Biologics Evaluation and Research (CBER) Biologics Effectiveness and Safety (BEST) Initiative: How Informatics Can Assist the Secondary Use of Electronic Health Records to Inform Regulatory Decisions. | Azadeh Shoaibi, Hui-Lee Wong, Christian Reich, Keran Moll, Tina Hernandez-Boussard |
| 2020 | AMIA | Navigating the National Cancer Institute Grants Process: A Primer for Informatics Researchers. | Robin C. Vanderpool, April Oh, Roxanne E. Jensen, Urmimala Sarkar, Tina Hernandez-Boussard |
| 2019 | PSB | Merging heterogeneous clinical data to enable knowledge discovery. | Martin G. Seneviratne, Michael G. Kahn, Tina Hernandez-Boussard |
| 2018 | AMIA | An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing. | Selen Bozkurt, Jung Park In, Kathleen Mary Kan, Michelle Ferrari, Daniel L. Rubin, James D. Brooks, Tina Hernandez-Boussard |
| 2018 | AMIA | Identifying cases of metastatic prostate cancer using machine learning on electronic health records. | Martin G. Seneviratne, Juan M. Banda, James D. Brooks, Nigam Shah, Tina Hernandez-Boussard |
| 2018 | AMIA | A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record. | Sophia Y. Wang, Suzann Pershing, Tina Hernandez-Boussard |
| 2017 | AMIA | Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate cancer Treatment. | Tina Hernandez-Boussard, Panayotis Kourdis, Wen-Wai Yim, Rajendra Dulal, Douglas W. Blayney, James D. Brooks |
| 2015 | AMIA | Impact of Electronic Health Records on Quality of Care: Evidence on Inpatient Mortality, Readmissions, and Complications. | Tina Hernandez-Boussard, Catherine M. Curtin, Doug Morrision, Swati Yanamadala, Katherine McDonald |