A Suite of Natural Language Processing Tools Developed for the I2B2 Project. - Sergey Goryachev; Margarita Sordo; Qing T. Zeng (AMIA, 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)

Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement. - Hyeoneui Kim; Sergey Goryachev; Graciela Rosemblat; Allen C. Browne; Alla Keselman; Qing Zeng-Treitler (AMIA, 2007)

Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator. - Qing Zeng-Treitler; Sergey Goryachev; Hyeoneui Kim; Alla Keselman; Douglas Rosendale (AMIA, 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 (MedInfo, 2007)

Identification and Extraction of Family History Information from Clinical Reports. - Sergey Goryachev; Hyeoneui Kim; Qing Zeng-Treitler (AMIA, 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)

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 (AMIA, 2009)

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)

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 (AMIA, 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)

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)

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 (AMIA, 2014)

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 (AMIA, 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 (AMIA, 2017)

Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data. - Nathanael Fillmore; Sergey Goryachev; Jeremy C. Weiss (AMIA, 2019)

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 005; Anahit Aleksanyan; et al. (J. Am. Medical Informatics Assoc., 2020)

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; et al. (J. Am. Medical Informatics Assoc., 2021)

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; et al. (J. Am. Medical Informatics Assoc., 2022)

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; et al. (MedInfo, 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., 2023)