| 2013 | AMIA | Building a Large Clinical Abbreviation Sense Inventory from Discharge Summaries. | Yonghui Wu, S. Trent Rosenbloom, Joshua C. Denny, Randolph A. Miller, Dario A. Giuse, Hua Xu |
| 2013 | CIKM | A prototype application for real-time recognition and disambiguation of clinical abbreviations. | Yonghui Wu, Joshua C. Denny, S. Trent Rosenbloom, Randolph A. Miller, Dario A. Giuse, Min Song, Hua Xu |
| 2012 | AMIA | A comparative study of current clinical natural language processing systems on handling abbreviations in discharge summaries. | Yonghui Wu, Joshua C. Denny, Samuel Rosenbloom, Randolph A. Miller, Dario A. Giuse, Hua Xu |
| 2009 | AMIA | Development of a Natural Language Processing System to Identify Timing and Status of Colonoscopy Testing in Electronic Medical Records. | Joshua C. Denny, Josh F. Peterson, Neesha N. Choma, Hua Xu, Randolph A. Miller, Lisa Bastarache, Neeraja B. Peterson |
| 2008 | AMIA | Development and Evaluation of a Clinical Note Section Header Terminology. | Joshua C. Denny, Randolph A. Miller, Kevin B. Johnson, Anderson Spickard III |
| 2006 | AMIA | The Outpatient Clinic Whiteboard - Integrating Existing Scheduling and EMR Systems to Enhance Clinic Workflows. | Stuart T. Weinberg, Dario A. Giuse, Randolph A. Miller, Mark Arrieta |
| 2005 | AMIA | Identifying UMLS concepts from ECG Impressions using Knowledge Map. | Joshua C. Denny, Anderson Spickard III, Randolph A. Miller, Jonathan S. Schildcrout, Dawood Darbar, S. Trent Rosenbloom, Josh F. Peterson |
| 2005 | AMIA | Extracting Drug-Drug Interaction Articles from MEDLINE to Improve the Content of Drug Databases. | Stephany Duda, Constantin F. Aliferis, Randolph A. Miller, Alexander R. Statnikov, Kevin B. Johnson |
| 2005 | AMIA | Measuring the Quality of Medication Administration. | Fern FitzHenry, Josh F. Peterson, Mark Arrieta, Randolph A. Miller |
| 2003 | AMIA | Enhancing Computerized Provider Order Entry (CPOE) for Neonatal Intensive Care. | Lemuel R. Waitman, Delinda Pearson, Fred R. Hargrove, Lorianne Wright, Ty A. Webb, Randolph A. Miller, Phillip W. Stewart, Alison G. Grisso, Gwendolyn Holder, Nancy Rudge |
| 2002 | AMIA | A New Tool to Identify Key Biomedical Concepts in Text Documents, with Special Application to Curriculum Content. | Joshua C. Denny, Jeffrey D. Smithers, Anderson Spickard III, Randolph A. Miller |
| 2002 | AMIA | Implementing outpatient order entry to support medical necessity using the patient's electronic past medical history. | Fern FitzHenry, Wendy Kiepek, Edward K. Shultz, Jeff Byrd, Johniene Doran, Randolph A. Miller |
| 2002 | AMIA | Predicting Outcomes of Testing for Decision Support Algorithms. | S. Trent Rosenbloom, Randolph A. Miller |
| 2002 | AMIA | Implementation of Ordering Guidelines for Chest CT Scans in a Provider Order Entry System. | David L. Sanders, Randolph A. Miller |
| 2002 | AMIA | Using Concept Markers to Find Genetics Content in a Medical School Curriculum. | Jeffrey D. Smithers, Joshua C. Denny, Anderson Spickard III, Randolph A. Miller |
| 2002 | AMIA | Physician Training: Changing Approaches for Maximizing Content Delivery. | John Stone, Magda M. Osburn, Randolph A. Miller |
| 2001 | AMIA | A computer based intervention on the appropriate use of arterial blood gas. | P. Bansal, Dominik Aronsky, Douglas A. Talbert, Randolph A. Miller |
| 2001 | AMIA | The effects on clinician ordering patterns of a computerized decision support system for neuroradiology imaging studies. | David L. Sanders, Randolph A. Miller |
| 2001 | AMIA | Supporting Longitudinal Care for Transplant Patients with an External Laboratory Data Entry Application. | Medha Shukla Sarkar, David L. Sanders, Dario A. Giuse, Edward K. Shultz, Randolph A. Miller |
| 2001 | AMIA | User Communication and Problem Tracking: A Multi-faceted Approach to Rapid Application Development. | John Stone, Douglas A. Talbert, Antoine Geissbhler, Dominik Aronsky, Randolph A. Miller |
| 2000 | AMIA | Experience using a programmable rules engine to implement a complex medical protocol during order entry. | John Starmer, Douglas A. Talbert, Randolph A. Miller |
| 1999 | AMIA | Distributing knowledge maintenance for clinical decision-support systems: the "knowledge library" model. | Antoine Geissbhler, Randolph A. Miller |
| 1999 | AMIA | Clinical Decision-Support, Order Entry, Notes Capture and Knowledge Maintenance at Vanderbilt. | Antoine Geissbhler, Douglas A. Talbert, Jonathan Grande, Randolph A. Miller |
| 1999 | AMIA | A programmable rules engine to provide clinical decision support using HTML forms. | J. Heusinkveld, Antoine Geissbhler, D. Sheshelidze, Randolph A. Miller |
| 1998 | AMIA | The Vanderbilt Patient-Care Information System. | Antoine Geissbhler, Dario A. Giuse, Jonathan Grande, Randolph A. Miller, William W. Stead |
| 1998 | AMIA | Clinical application of the UMLS in a computerized order entry and decision-support system. | Antoine Geissbhler, Randolph A. Miller |
| 1998 | AMIA | Development of a Structured Problem-List Management System at Vanderbilt. | John Starmer, Randolph A. Miller, Steven H. Brown |
| 1997 | AIME | The Clinical Spectrum of Decision-Support in Oncology with a Case Report of a Real World System. | Antoine Geissbhler, Randolph A. Miller, William W. Stead |
| 1997 | AIME | A Heuristic Approach to the Multiple Diagnoses Problem. | Randolph A. Miller |
| 1997 | AMIA | Design of a general clinical notification system based on the publish-subscribe paradigm. | Antoine Geissbhler, Jonathan Grande, Randy A. Bates, Randolph A. Miller, William W. Stead |
| 1997 | AMIA | Compositional and enumerative designs for medical language representation. | Anne-Marie Rassinoux, Randolph A. Miller, Robert H. Baud, Jean-Raoul Scherrer |
| 1997 | AMIA | Java and the Internet: Bridges to Independence from Legacy Systems. | Trey Tinnell, Antoine Geissbhler, Randolph A. Miller |
| 1975 | IJCAI | DIALOG: A Model Of Diagnostic Logic For Internal Medicine. | Harry E. Pople, Jack D. Myers, Randolph A. Miller |