| 2018 | AAAI | Personalized Medication Dosing Using Volatile Data Streams. | Mohammad M. Ghassemi, Tuka Al Hanai, M. Brandon Westover, Roger G. Mark, Shamim Nemati |
| 2017 | AMIA | Real-time Mortality Prediction in the Intensive Care Unit. | Alistair E. W. Johnson, Roger G. Mark |
| 2014 | AMIA | Big Data for Critical Care with Cloud-based In-Memory Database. | Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark |
| 2014 | KDD | Management and analytic of biomedical big data with cloud-based in-memory database and dynamic querying: a hands-on experience with real-world data. | Mengling Feng, Mohammad M. Ghassemi, Thomas Brennan, John Ellenberger, Ishrar Hussain, Roger G. Mark |
| 2012 | AMIA | Risk Stratification of ICU Patients Using Topic Models Inferred from Unstructured Progress Notes. | Li-Wei H. Lehman, Mohammed Saeed, William J. Long, Joon Lee, Roger G. Mark |
| 2006 | AMIA | A Novel Method for the Efficient Retrieval of Similar Multiparameter Physiologic Time Series Using Wavelet-Based Symbolic Representations. | Mohammed Saeed, Roger G. Mark |
| 2005 | AMIA | Development and Optimization of a Critical Care Alert and Display (CCAD) System using Retrospective ICU Databases. | Brian Janz, Mohammed Saeed, Joseph J. Frassica, Gari D. Clifford, Roger G. Mark |
| 2001 | CBMS | PhysioNet: An NIH Research Resource for Physiologic Datasets and Open Source Software. | Isaac C. Henry, Ary L. Goldberger, George B. Moody, Roger G. Mark |