| 2016 | AMIA | How informatics are being applied in industry: challenge and opportunity. | Xia Wang, Zhaohui J. Cai, Jorge A. Caballero, Matvey B. Palchuk, Shahram Ebadollahi, Elizabeth S. Chapman |
| 2014 | AMIA | Quantifying the Utility of Medical Tests using Longitudinal EHR Data. | Stein Olav Skrvseth, Knut Magne Augestad, Shahram Ebadollahi |
| 2012 | AMIA | A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. | Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi |
| 2012 | AMIA | Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. | Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart |
| 2012 | KDD | Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. | Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi |
| 2012 | SDM | SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. | Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi |
| 2011 | AAAI | Automatic Group Sparse Coding. | Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi |
| 2011 | KDD | Toward personalized care management of patients at risk: the diabetes case study. | Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi |
| 2011 | SDM | Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment. | Fei Wang, Jimeng Sun, Shahram Ebadollahi |
| 2011 | SDM | iMet: Interactive Metric Learning in Healthcare Applications. | Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi |
| 2010 | ICDM | A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. | Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi |
| 2010 | ICPR | Localized Supervised Metric Learning on Temporal Physiological Data. | Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi |
| 2007 | CVPR | An end-to-end eChronicling System for Mobile Human Surveillance. | Gopal Pingali, Ying-li Tian, Shahram Ebadollahi, Jason W. Pelecanos, Mark Podlaseck, Harry Stavropoulos |
| 2006 | ECCV | Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. | Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu |
| 2005 | ICASSP | Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features. | Masami Mizutani, Shahram Ebadollahi, Shih-Fu Chang |
| 2004 | CVPR | Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. | Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu |
| 2002 | ICIP | Echocardiogram videos: summarization, temporal segmentation and browsing. | Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu |