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ORCIDSergey Goryachev
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Journal Articles
- 2023
[j9]Eric Lin
, Robert Zwolinski, Julie Tsu-Yu Wu, Jennifer La, Sergey Goryachev, Linden B. Huhmann, Cenk Yildirim, David P. Tuck, Danne C. Elbers, Mary T. Brophy, Nhan V. Do, Nathanael R. Fillmore:
Machine learning-based natural language processing to extract PD-L1 expression levels from clinical notes. Health Informatics J. 29(3) (2023)- 2022
- [j8]Victor M. Castro, Vivian S. Gainer, Nich Wattanasin, Barbara Benoit, Andrew Cagan, Bhaswati Ghosh, Sergey Goryachev, Reeta Metta, Heekyong Park, Taowei David Wang, Michael Mendis, Martin Rees, Christopher Herrick, Shawn N. Murphy:
The Mass General Brigham Biobank Portal: an i2b2-based data repository linking disparate and high-dimensional patient data to support multimodal analytics. J. Am. Medical Informatics Assoc. 29(4): 643-651 (2022) - 2021
- [j7]Nathanael R. Fillmore, Danne C. Elbers, Jennifer La, Theodore C. Feldman, Sung Feng-Chi, Robert B. Hall, Vinh Q. Nguyen, Nicholas B. Link, Robert Zwolinski, Svitlana Dipietro, Stephen J. Miller, Anahit Aleksanyan, Sergey Goryachev, Paul Corcoran, Steven J. Bergstrom, Michael A. Parenteau, Robert S. Sprague, David J. Thornton, Jane A. Driver, Judith M. Strymish, Stewart Evans, Benjamin Colonna, Mary T. Brophy, Nhan V. Do:
Corrigendum to: An Application to Support COVID-19 Occupational Health and Patient Tracking at a Veterans Affairs Medical Center. J. Am. Medical Informatics Assoc. 28(3): 673 (2021) - 2020
- [j6]Nathanael R. Fillmore, Danne C. Elbers, Jennifer La, Theodore C. Feldman, Sung Feng-Chi, Robert B. Hall, Vinh Q. Nguyen, Nicholas B. Link, Robert Zwolinski, Svitlana Dipietro, Steven J. Miller, Anahit Aleksanyan, Sergey Goryachev, Paul Corcoran, Steven J. Bergstrom, Michael A. Parenteau, Robert S. Sprague, David J. Thornton, Jane A. Driver, Judith M. Strymish, Stewart Evans, Benjamin Colonna, Mary T. Brophy, Nhan V. Do:
An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center. J. Am. Medical Informatics Assoc. 27(11): 1716-1720 (2020) - 2012
- [j5]Rosa L. Figueroa, Qing Zeng-Treitler, Long H. Ngo, Sergey Goryachev, Eduardo P. Wiechmann:
Active learning for clinical text classification: is it better than random sampling? J. Am. Medical Informatics Assoc. 19(5): 809-816 (2012) - [j4]Leonard W. D'Avolio, Ryan Ferguson, Sergey Goryachev, Patricia Woods, Thomas Sabin, Joseph O'Neil, Chester Conrad, Joseph Gillon, Jasmine Escalera, Mary Brophy, Phillip Lavori, Louis D. Fiore:
Implementation of the Department of Veterans Affairs' first point-of-care clinical trial. J. Am. Medical Informatics Assoc. 19(e1) (2012) - 2011
- [j3]Leonard W. D'Avolio, Thien M. Nguyen, Sergey Goryachev, Louis D. Fiore:
Automated concept-level information extraction to reduce the need for custom software and rules development. J. Am. Medical Informatics Assoc. 18(5): 607-613 (2011) - 2008
- [j2]Qing Zeng-Treitler, Sergey Goryachev, Tony Tse, Alla Keselman, Aziz A. Boxwala:
Research Paper: Estimating Consumer Familiarity with Health Terminology: A Context-based Approach. J. Am. Medical Informatics Assoc. 15(3): 349-356 (2008) - 2006
- [j1]Qing T. Zeng, Sergey Goryachev, Scott T. Weiss, Margarita Sordo, Shawn N. Murphy, Ross Lazarus:
Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural language processing system. BMC Medical Informatics Decis. Mak. 6: 30 (2006)
Conference and Workshop Papers
- 2023
- [c12]Nhan V. Do, Danne C. Elbers, Nathanael R. Fillmore, Samuel Ajjarapu, Steven J. Bergstrom, John Bihn, June K. Corrigan, Rupali Dhond, Svitlana Dipietro, Arkadiy Dolgin, Theodore C. Feldman, Sergey D. Goryachev, Linden B. Huhmann, Jennifer La, Paul A. Marcantonio, Kyle M. McGrath, Stephen J. Miller, Vinh Q. Nguyen, George R. Schneeloch, Feng-Chi Sung, Kaitlin N. Swinnerton, Amelia H. Tarren, Hannah M. Tosi, Danielle Valley, Austin D. Vo, Cenk Yildirim, Chunlei Zheng, Robert Zwolinski, Gisele A. Sarosy, David Loose, Colleen Shannon, Mary T. Brophy:
Matching Patients to Accelerate Clinical Trials (MPACT): Enabling Technology for Oncology Clinical Trial Workflow. MedInfo 2023: 1086-1090 - 2019
- [c11]Nathanael Fillmore, Sergey Goryachev, Jeremy C. Weiss:
Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data. AMIA 2019 - 2017
- [c10]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:
Implementation of an Informatics Solution to Improve Management of Pathology Specimens for the VA Precision Oncology Program. AMIA 2017 - [c9]Frank Meng, Craig A. Morioka, Weixia Yu, Nilla Majahalme, Danne C. Elbers, Sergey Goryachev, Nhan V. Do:
An NLP Tool for Boosting Annotation Capture from Clinical Documents. AMIA 2017 - 2014
- [c8]Victor M. Castro, Sergey Goryachev, Christopher Herrick, Vivian S. Gainer, Martin Rees, Shawn N. Murphy:
Integrating Information from Unstructured Text with Structured Clinical Data from an Electronic Medical Record to Improve Patient Cohort Identification. AMIA 2014 - 2012
- [c7]Frank Meng, Leonard W. D'Avolio, Thien M. Nguyen, Sergey Goryachev, Valmeek Kudesia, Louis D. Fiore:
Utilizing a Large Scale Electronic Medical Record Repository for Building Phenotype Models. AMIA 2012 - 2009
- [c6]Rosa L. Figueroa, Qing Zeng-Treitler, Sergey Goryachev, Eduardo P. Wiechmann:
Tailoring Vocabularies for NLP in Sub-Domains: A Method to Detect Unused Word Sense. AMIA 2009 - 2008
- [c5]Sergey Goryachev, Hyeoneui Kim, Qing Zeng-Treitler:
Identification and Extraction of Family History Information from Clinical Reports. AMIA 2008 - 2007
- [c4]Hyeoneui Kim, Sergey Goryachev, Graciela Rosemblat, Allen C. Browne, Alla Keselman, Qing Zeng-Treitler:
Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement. AMIA 2007 - [c3]Qing Zeng-Treitler, Sergey Goryachev, Hyeoneui Kim, Alla Keselman, Douglas Rosendale:
Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator. AMIA 2007 - [c2]Qing Zeng-Treitler, Hyeoneui Kim, Sergey Goryachev, Alla Keselman, Laura Slaughter, Catherine Arnott-Smith:
Text Characteristics of Clinical Reports and Their Implications for the Readability of Personal Health Records. MedInfo 2007: 1117-1121 - 2006
- [c1]Sergey Goryachev, Margarita Sordo, Qing T. Zeng:
A Suite of Natural Language Processing Tools Developed for the I2B2 Project. AMIA 2006
Coauthor Index
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