| 2025 | ACL | LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers. | Shantanu Ghosh, Rayan Syed, Chenyu Wang, Vaibhav Choudhary, Binxu Li, Clare B. Poynton, Shyam Visweswaran, Kayhan Batmanghelich |
| 2024 | MICCAI | Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography. | Shantanu Ghosh, Clare B. Poynton, Shyam Visweswaran, Kayhan Batmanghelich |
| 2022 | AMIA | Delivering Real World Patient Data for Clinical and Translational Research: Approaches from Four Institutions. | Christopher A. Harle, Daniella Meeker, Shyam Visweswaran, Thomas R. Campion Jr., Boyd M. Knosp |
| 2022 | AMIA | Developing and Evaluation of Computational Phenotypes of Metastatic Breast Cancer Using All of Us Data. | Chenyu Li, Israel Dilan-Pantojas, Shyam Visweswaran, Michael J. Becich, Xia Jiang, Richard D. Boyce |
| 2021 | AIME | Using Distribution Divergence to Predict Changes in the Performance of Clinical Predictive Models. | Mohammadamin Tajgardoon, Shyam Visweswaran |
| 2021 | AMIA | Comparison of Population-wide Explanations for Predicting the Outcomes of Patients with Community-Acquired Pneumonia. | Eddie Prez Claudio, Shyam Visweswaran, Harry Hochheiser |
| 2021 | AMIA | Patient-Specific Modeling with Lazy Random Forest (LazyRF). | Adriana Johnson, Gregory F. Cooper, Shyam Visweswaran |
| 2021 | KDD | Dirac Delta Regression: Conditional Density Estimation with Clinical Trials. | Eric V. Strobl, Shyam Visweswaran |
| 2020 | AMIA | Patient-Specific Modeling with Personalized Decision Paths. | Adriana Johnson, Gregory F. Cooper, Shyam Visweswaran |
| 2019 | AMIA | Team-Centered Informatics: A Necessary Adaptation to Translational and Implementation Science? | Suresh K. Bhavnani, Shyam Visweswaran, Erich Kummerfeld, Carlos Clark, Rebekah Penton |
| 2019 | AMIA | Insights from a dissertation on the development of a Learning Electronic Medical Record System: data-driven, context-aware learning. | Andrew J. King, Shyam Visweswaran, Harry Hochheiser, Gilles Clermont, Gregory F. Cooper |
| 2019 | AMIA | Curating EHR data in the All of Us Research Program. | Karthik Natarajan, Robert J. Carroll, Thomas R. Campion Jr., Joan Grand, Shyam Visweswaran |
| 2018 | AMIA | Utility of Visual Analytics for Identifying Patient Subgroups in EMRs: Insights for Accelerating Precision Medicine. | Suresh K. Bhavnani, Revathi Sellappan, Saurabh Joshi, Jonathan Starkey, Winston Chan, Tianlong Chen, Shyam Visweswaran |
| 2018 | AMIA | Software Package to Load Data from REDCap to PCORnet CDM 4.0. | Charles D. Borromeo, Bill Shirey, Nickie Cappella, Shyam Visweswaran, Jonathan C. Silverstein, Michael J. Becich |
| 2018 | AMIA | Workflow for Developing i2b2 Ontologies from Source Terminologies in ACT. | Charles D. Borromeo, Bill Shirey, Michele Morris, Yu Zhang, Malarkodi J. Samayamuthu, Shyam Visweswaran |
| 2018 | AMIA | Design of a Learning Electronic Medical Record: A Qualitative Study of ICU Clinicians' Information Needs and Practices. | Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser |
| 2018 | AMIA | Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System. | Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran |
| 2018 | AMIA | Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning. | Jos D. Posada, Lingyun Shi, Sergio M. Castro, Shyam Visweswaran, Neal D. Ryan, Henk Harkema, Rich Tsui |
| 2018 | AMIA | A Computable Phenotype Library Plugin for i2b2. | Yu Zhang, Michele Morris, Shyam Visweswaran |
| 2017 | AMIA | Vicinity Exploration: Enabling User-Driven Visual Search of Multiple Machine Learning Models for Precision Medicine. | Suresh K. Bhavnani, Archana Ayyaswami, Tianlong Chen, Shyam Visweswaran, Gowtham Bellala, Kevin E. Bassler |
| 2017 | AMIA | Exploring Novel Graphical Representations of Clinical Data in a Learning EMR. | Luca Calzoni, Gilles Clermont, Gregory F. Cooper, Shyam Visweswaran, Harry Hochheiser |
| 2015 | AMIA | Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System. | Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Shyam Visweswaran |
| 2013 | AAAI | Conditional Outlier Approach for Detection of Unusual Patient Care Actions. | Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont |
| 2013 | AMIA | Decision Path Models for Patient-Specific Modeling of Patient Outcomes. | Antonio Luiz S. Ferreira, Gregory F. Cooper, Shyam Visweswaran |
| 2013 | AMIA | Data-driven identification of unusual clinical actions in the ICU. | Milos Hauskrecht, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont |
| 2013 | ICMLA | Deep Multiple Kernel Learning. | Eric V. Strobl, Shyam Visweswaran |
| 2012 | AMIA | Network Label Propagation Yields Reproducible Biomarker SNPs in Alzheimer's Datasets. | Matthew E. Stokes, Shyam Visweswaran |
| 2009 | AMIA | Measuring Stability of Feature Selection in Biomedical Datasets. | Jonathan L. Lustgarten, Vanathi Gopalakrishnan, Shyam Visweswaran |
| 2009 | AMIA | A Bayesian Method for Identifying Genetic Interactions. | Shyam Visweswaran, An-Kwok Ian Wong, M. Michael Barmada |
| 2009 | IC3K | Document Retrieval using a Probabilistic Knowledge Model. | Shuguang Wang, Shyam Visweswaran, Milos Hauskrecht |
| 2008 | AMIA | Assessing the Performance Characteristics of Signals Used by a Clinical Event Monitor to Detect Adverse Drug Reactions in the Nursing Home. | Steven M. Handler, Joseph T. Hanlon, Subashan Perera, Melissa I. Saul, Douglas B. Fridsma, Shyam Visweswaran, Stephanie A. Studenski, Yazan F. Roumani, Nicholas G. Castle, David A. Nace, Michael J. Becich |
| 2008 | AMIA | Improving Classification Performance with Discretization on Biomedical Datasets. | Jonathan L. Lustgarten, Vanathi Gopalakrishnan, Himanshu Grover, Shyam Visweswaran |
| 2008 | AMIA | Analysis of a Failed Clinical Decision Support System for Management of Congestive Heart Failure. | Rajiv Wadhwa, Douglas B. Fridsma, Melissa I. Saul, Louis E. Penrod, Shyam Visweswaran, Gregory F. Cooper, Wendy W. Chapman |
| 2007 | AMIA | Evidence-based Anomaly Detection in Clinical Domains. | Milos Hauskrecht, Michal Valko, Branislav Kveton, Shyam Visweswaran, Gregory F. Cooper |
| 2005 | AMIA | Deriving the Expected Utility of a Predictive Model When the Utilities Are Uncertain. | Gregory F. Cooper, Shyam Visweswaran |
| 2005 | AMIA | Patient-Specific Models for Predicting the Outcomes of Patients with Community Acquired Pneumonia. | Shyam Visweswaran, Gregory F. Cooper |
| 2003 | AMIA | Detecting Adverse Drug Events in Discharge Summaries Using Variations on the Simple Bayes Model. | Shyam Visweswaran, Paul Hanbury, Melissa I. Saul, Gregory F. Cooper |