| 2022 | AMIA | Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data models. | Bradley Carlson, Michael Watkins, Mei Li, Brian Furner, Ellen Cohen, Samuel L. Volchenboum |
| 2022 | AMIA | mCODE (Minimal Common Oncology Data Elements): a 3-year Update. | Travis Osterman, Teja Ganta, Sutin Chen, Samuel L. Volchenboum |
| 2019 | AMIA | Complexities of a patient-powered data era: BYO (bring your own) genomics and wearables. | Erin L. Crowgey, Matthew K. Breitenstein, Theresa L. Walunas, Samuel L. Volchenboum |
| 2019 | AMIA | A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study. | Philip H. Sossenheimer, Olivia Yvellez, Anoop M. Mayampurath, Samuel L. Volchenboum, David T. Rubin |
| 2018 | AMIA | Applications for Improving Patient Care that Utilize Customized Common Data Models and Data Visualization Techniques. | Edward A. Kolb, Erin L. Crowgey, Daniel Eckrich, Samuel L. Volchenboum |
| 2017 | AMIA | A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection. | Anoop M. Mayampurath, Jonathan Matthews, Samuel L. Volchenboum, Lazaro N. Sanchez-Pinto |
| 2016 | AMIA | Mining Large-scale Cancer Genomics Data Using Cloud-based Bioinformatics Approaches. | Samuel L. Volchenboum, Jorge Andrade, Riyue Bao, Kyle Hernandez |
| 2013 | AMIA | Genomic Sequencing and Genetic Testing: Current Technological, Regulatory, Clinical, and Social Issues and Future Directions. | Carolyn Petersen, Larry Ozeran, Jessica D. Tenenbaum, Samuel L. Volchenboum |