Sergey Goryachev

According to our database, Sergey Goryachev authored at least 21 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Machine learning-based natural language processing to extract PD-L1 expression levels from clinical notes.

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

Health Informatics J., July, 2023

Matching Patients to Accelerate Clinical Trials (MPACT): Enabling Technology for Oncology Clinical Trial Workflow.

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

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

The Mass General Brigham Biobank Portal: an i2b2-based data repository linking disparate and high-dimensional patient data to support multimodal analytics.

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

J. Am. Medical Informatics Assoc., 2022

2021

Corrigendum to: An Application to Support COVID-19 Occupational Health and Patient Tracking at a Veterans Affairs Medical Center.

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

J. Am. Medical Informatics Assoc., 2021

2020

An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center.

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

J. Am. Medical Informatics Assoc., 2020

2019

Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data.

Nathanael Fillmore, Sergey Goryachev, Jeremy C. Weiss

Proceedings of the AMIA 2019, 2019

2017

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

Proceedings of the AMIA 2017, 2017

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

Proceedings of the AMIA 2017, 2017

2014

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

Proceedings of the AMIA 2014, 2014

2012

Active learning for clinical text classification: is it better than random sampling?

Rosa L. Figueroa, Qing Zeng-Treitler, Long H. Ngo, Sergey Goryachev, Eduardo P. Wiechmann

J. Am. Medical Informatics Assoc., 2012

Implementation of the Department of Veterans Affairs' first point-of-care clinical trial.

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

J. Am. Medical Informatics Assoc., 2012

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

Proceedings of the AMIA 2012, 2012

2011

Automated concept-level information extraction to reduce the need for custom software and rules development.

Leonard W. D'Avolio, Thien M. Nguyen, Sergey Goryachev, Louis D. Fiore

J. Am. Medical Informatics Assoc., 2011

2009

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

Proceedings of the AMIA 2009, 2009

2008

Research Paper: Estimating Consumer Familiarity with Health Terminology: A Context-based Approach.

Qing Zeng-Treitler, Sergey Goryachev, Tony Tse, Alla Keselman, Aziz A. Boxwala

J. Am. Medical Informatics Assoc., 2008

Identification and Extraction of Family History Information from Clinical Reports.

Sergey Goryachev, Hyeoneui Kim, Qing Zeng-Treitler

Proceedings of the AMIA 2008, 2008

2007

Text Characteristics of Clinical Reports and Their Implications for the Readability of Personal Health Records.

Qing Zeng-Treitler, Hyeoneui Kim, Sergey Goryachev, Alla Keselman, Laura Slaughter, Catherine Arnott-Smith

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator.

Qing Zeng-Treitler, Sergey Goryachev, Hyeoneui Kim, Alla Keselman, Douglas Rosendale

Proceedings of the AMIA 2007, 2007

Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement.

Hyeoneui Kim, Sergey Goryachev, Graciela Rosemblat, Allen C. Browne, Alla Keselman, Qing Zeng-Treitler

Proceedings of the AMIA 2007, 2007

2006

Extracting principal diagnosis, co-morbidity and smoking status for asthma research: evaluation of a natural language processing system.

Qing T. Zeng, Sergey Goryachev, Scott T. Weiss, Margarita Sordo, Shawn N. Murphy, Ross Lazarus

BMC Medical Informatics Decis. Mak., 2006

A Suite of Natural Language Processing Tools Developed for the I2B2 Project.

Sergey Goryachev, Margarita Sordo, Qing T. Zeng

Proceedings of the AMIA 2006, 2006