| 2019 | AMIA | Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data. | Nathanael Fillmore, Sergey Goryachev, Jeremy C. Weiss |
| 2017 | AMIA | Implementation of an Informatics Solution to Improve Management of Pathology Specimens for the VA Precision Oncology Program. | Danne C. Elbers, Robert B. Hall, Beth Katcher, Svitlana Dipietro, Sung Feng-Chi, Sergey Goryachev, Karen E. Pierce-Murray, Corri DeDomenico, Lauren Macmullen, Helene Garcon, Nhan V. Do, Louis D. Fiore |
| 2017 | AMIA | An NLP Tool for Boosting Annotation Capture from Clinical Documents. | Frank Meng, Craig A. Morioka, Weixia Yu, Nilla Majahalme, Danne C. Elbers, Sergey Goryachev, Nhan V. Do |
| 2014 | AMIA | Integrating Information from Unstructured Text with Structured Clinical Data from an Electronic Medical Record to Improve Patient Cohort Identification. | Victor M. Castro, Sergey Goryachev, Christopher Herrick, Vivian S. Gainer, Martin Rees, Shawn N. Murphy |
| 2012 | AMIA | Utilizing a Large Scale Electronic Medical Record Repository for Building Phenotype Models. | Frank Meng, Leonard W. D'Avolio, Thien M. Nguyen, Sergey Goryachev, Valmeek Kudesia, Louis D. Fiore |
| 2009 | AMIA | Tailoring Vocabularies for NLP in Sub-Domains: A Method to Detect Unused Word Sense. | Rosa L. Figueroa, Qing Zeng-Treitler, Sergey Goryachev, Eduardo P. Wiechmann |
| 2008 | AMIA | Identification and Extraction of Family History Information from Clinical Reports. | Sergey Goryachev, Hyeoneui Kim, Qing Zeng-Treitler |
| 2007 | AMIA | Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement. | Hyeoneui Kim, Sergey Goryachev, Graciela Rosemblat, Allen C. Browne, Alla Keselman, Qing Zeng-Treitler |
| 2007 | AMIA | Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator. | Qing Zeng-Treitler, Sergey Goryachev, Hyeoneui Kim, Alla Keselman, Douglas Rosendale |
| 2006 | AMIA | A Suite of Natural Language Processing Tools Developed for the I2B2 Project. | Sergey Goryachev, Margarita Sordo, Qing T. Zeng |