Sergey Goryachev

20 papers Misc 10Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
Machine learning-based natural language processing to extract PD-L1 expression levels from clinical notes.
Health Informatics J.
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
2022 J jnl
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.
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
2021 J jnl
Corrigendum to: An Application to Support COVID-19 Occupational Health and Patient Tracking at a Veterans Affairs Medical Center.
J. Am. Medical Informatics Assoc.
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
2020 J jnl
An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center.
J. Am. Medical Informatics Assoc.
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
2019 Misc conf
Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data.
AMIA
Nathanael Fillmore, Sergey Goryachev, Jeremy C. Weiss
2017 Misc conf
An NLP Tool for Boosting Annotation Capture from Clinical Documents.
AMIA
Frank Meng, Craig A. Morioka, Weixia Yu, Nilla Majahalme, Danne C. Elbers, Sergey Goryachev, Nhan V. Do
2017 Misc conf
Implementation of an Informatics Solution to Improve Management of Pathology Specimens for the VA Precision Oncology Program.
AMIA
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
2014 Misc conf
Integrating Information from Unstructured Text with Structured Clinical Data from an Electronic Medical Record to Improve Patient Cohort Identification.
AMIA
Victor M. Castro, Sergey Goryachev, Christopher Herrick, Vivian S. Gainer, Martin Rees, Shawn N. Murphy
2012 J jnl
Active learning for clinical text classification: is it better than random sampling?
J. Am. Medical Informatics Assoc.
Rosa L. Figueroa, Qing Zeng-Treitler, Long H. Ngo, Sergey Goryachev, Eduardo P. Wiechmann
2012 J jnl
Implementation of the Department of Veterans Affairs' first point-of-care clinical trial.
J. Am. Medical Informatics Assoc.
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
2012 Misc conf
Utilizing a Large Scale Electronic Medical Record Repository for Building Phenotype Models.
AMIA
Frank Meng, Leonard W. D'Avolio, Thien M. Nguyen, Sergey Goryachev, Valmeek Kudesia, Louis D. Fiore
2011 J jnl
Automated concept-level information extraction to reduce the need for custom software and rules development.
J. Am. Medical Informatics Assoc.
Leonard W. D'Avolio, Thien M. Nguyen, Sergey Goryachev, Louis D. Fiore
2009 Misc conf
Tailoring Vocabularies for NLP in Sub-Domains: A Method to Detect Unused Word Sense.
AMIA
Rosa L. Figueroa, Qing Zeng-Treitler, Sergey Goryachev, Eduardo P. Wiechmann
2008 Misc conf
Identification and Extraction of Family History Information from Clinical Reports.
AMIA
Sergey Goryachev, Hyeoneui Kim, Qing Zeng-Treitler
2008 J jnl
Research Paper: Estimating Consumer Familiarity with Health Terminology: A Context-based Approach.
J. Am. Medical Informatics Assoc.
Qing Zeng-Treitler, Sergey Goryachev, Tony Tse, Alla Keselman, Aziz A. Boxwala
2007 Misc conf
Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement.
AMIA
Hyeoneui Kim, Sergey Goryachev, Graciela Rosemblat, Allen C. Browne, Alla Keselman, Qing Zeng-Treitler
2007 Misc conf
Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator.
AMIA
Qing Zeng-Treitler, Sergey Goryachev, Hyeoneui Kim, Alla Keselman, Douglas Rosendale
2007 — conf
Text Characteristics of Clinical Reports and Their Implications for the Readability of Personal Health Records.
MedInfo
Qing Zeng-Treitler, Hyeoneui Kim, Sergey Goryachev, Alla Keselman, Laura Slaughter, Catherine Arnott-Smith
2006 Misc conf
A Suite of Natural Language Processing Tools Developed for the I2B2 Project.
AMIA
Sergey Goryachev, Margarita Sordo, Qing T. Zeng
2006 J jnl
Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural language processing system.
BMC Medical Informatics Decis. Mak.
Qing T. Zeng, Sergey Goryachev, Scott T. Weiss, Margarita Sordo, Shawn N. Murphy, Ross Lazarus