Supporting infobuttons with terminological knowledge. - James J. Cimino; Gai Elhanan; Qing T. Zeng (AMIA, 1997)

Linking a clinical system to heterogeneous information resources. - Qing T. Zeng; James J. Cimino (AMIA, 1997)

Automated knowledge extraction from the UMLS. - Qing T. Zeng; James J. Cimino (AMIA, 1998)

Evaluation of a system to identify relevant patient information and its impact on clinical information retrieval. - Qing T. Zeng; James J. Cimino (AMIA, 1999)

GLIF3: the evolution of a guideline representation format. - Mor Peleg; Aziz A. Boxwala; Omolola Ogunyemi; Qing T. Zeng; Samson W. Tu; Ronilda Lacson; Elmer V. Bernstam; Nachman Ash; Peter Mork; Lucila Ohno-Machado; Edward H. Shortliffe; Robert A. Greenes (AMIA, 2000)

A Three-layer Domain Ontology for Guideline Representation and Sharing. - Qing T. Zeng; Samson W. Tu; Aziz A. Boxwala; Mor Peleg; Robert A. Greenes; Edward H. Shortliffe (AMIA, 2000)

Providing Multiple Views to Meet Physician Information Needs. - Qing T. Zeng; James J. Cimino (HICSS, 2000)

Finding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data. - Nachman Ash; Omolola Ogunyemi; Qing T. Zeng; Lucila Ohno-Machado (AMIA, 2001)

Facilitate the Delivery of Tailored Materials to Asthmatic Pregnant Women. - Eun-Young Kim; Sandra Kogan; Lynda M. Cristiano; Barrett T. Kitch; Qing T. Zeng (AMIA, 2001)

Problems and challenges in patient information retrieval: a descriptive study. - Sandra Kogan; Qing T. Zeng; Nachman Ash; Robert A. Greenes (AMIA, 2001)

Using features of Arden Syntax with object-oriented medical data models for guideline modeling. - Mor Peleg; Omolola Ogunyemi; Samson W. Tu; Aziz A. Boxwala; Qing T. Zeng; Robert A. Greenes; Edward H. Shortliffe (AMIA, 2001)

Identification of Special Patterns of Numerical Typographic Errors to Increases the Likelihood of Finding a Misplaced Patient File. - Ying-Chou Sun; Dah-Dian Tang; Qing T. Zeng; Robert A. Greenes (AMIA, 2001)

Molecular identification using flow cytometry histograms and information theory. - Qing T. Zeng; Alan J. Young; Aziz A. Boxwala; James Rawn; W. Long; Matthew Wand; Mikhail Salganik; Edgar L. Milford; Steven J. Mentzer; Robert A. Greenes (AMIA, 2001)

Patient and Clinician Vocabulary: How Different Are They? - Qing T. Zeng; Sandra Kogan; Nachman Ash; Robert A. Greenes (MedInfo, 2001)

Toward a Representation Format for Sharable Clinical Guidelines. - Aziz A. Boxwala; Samson W. Tu; Mor Peleg; Qing T. Zeng; Omolola Ogunyemi; Robert A. Greenes; Edward H. Shortliffe; Vimla L. Patel (J. Biomed. Informatics, 2001)

A Knowledge-Based, Concept-Oriented View Generation System for Clinical Data. - Qing T. Zeng; James J. Cimino (J. Biomed. Informatics, 2001)

Applying Axiomatic Design Methodology to Create Guidelines That Are Locally Adaptable. - Aziz A. Boxwala; Qing T. Zeng; Derrick Tate; Robert A. Greenes; David G. Fairchild (AMIA, 2002)

Using a neural network with flow cytometry histograms to recognize cell surface protein binding patterns. - Eun-Young Kim; Qing T. Zeng; James Rawn; Matthew Wand; Alan J. Young; Edgar L. Milford; Steven J. Mentzer; Robert A. Greenes (AMIA, 2002)

Health Information Retrieval Tool (HIRT). - Mra Thinzar Nyun; Omolola Ogunyemi; Qing T. Zeng (AMIA, 2002)

Matching of flow-cytometry histograms using information theory in feature space. - Qing T. Zeng; Matthew Wand; Alan J. Young; James Rawn; Edgar L. Milford; Steven J. Mentzer; Robert A. Greenes (AMIA, 2002)

Poster Abstract: Identification of Special Patterns of Numerical Typographic Errors Increases the Likelihood of Finding a Misplaced Patient File. - Ying-Chou Sun; Dah-Dian Tang; Qing T. Zeng; Robert A. Greenes (J. Am. Medical Informatics Assoc., 2002)

Research Paper: Providing Concept-oriented Views for Clinical Data Using a Knowledge-based System: An Evaluation. - Qing T. Zeng; James J. Cimino; Kelly H. Zou (J. Am. Medical Informatics Assoc., 2002)

Coverage of patient safety terms in the UMLS Metathesaurus. - Aziz A. Boxwala; Qing T. Zeng; Anthony Chamberas; Luke Sato; Meghan Dierks (AMIA, 2003)

A Technique to Improve the Spelling Suggestion Rank in Medical Queries. - Jonathan Crowell; Qing T. Zeng; Sandra Kogan (AMIA, 2003)

Visual Representation of Cell Subpopulation from Flow Cytometry Data. - Eun-Young Kim; Qing T. Zeng; Frank C. Kuo; James Rawn; Steven J. Mentzer (AMIA, 2003)

Relationships among Different Subjective Measurements of Consumer Health Information Retrieval Performance. - Qing T. Zeng; Sandra Kogan; Long H. Ngo; Robert A. Greenes (MedInfo, 2004)

Positive attitudes and failed queries: an exploration of the conundrums of consumer health information retrieval. - Qing T. Zeng; Sandra Kogan; Robert M. Plovnick; Jonathan Crowell; Eve-Marie Lacroix; Robert A. Greenes (Int. J. Medical Informatics, 2004)

Research Paper: A Frequency-based Technique to Improve the Spelling Suggestion Rank in Medical Queries. - Jonathan Crowell; Qing T. Zeng; Long H. Ngo; Eve-Marie Lacroix (J. Am. Medical Informatics Assoc., 2004)

Review Paper: The InterMed Approach to Sharable Computer-interpretable Guidelines: A Review. - Mor Peleg; Aziz A. Boxwala; Samson W. Tu; Qing T. Zeng; Omolola Ogunyemi; Dongwen Wang; Vimla L. Patel; Robert A. Greenes; Edward H. Shortliffe (J. Am. Medical Informatics Assoc., 2004)

GLIF3: a representation format for sharable computer-interpretable clinical practice guidelines. - Aziz A. Boxwala; Mor Peleg; Samson W. Tu; Omolola Ogunyemi; Qing T. Zeng; Dongwen Wang; Vimla L. Patel; Robert A. Greenes; Edward H. Shortliffe (J. Biomed. Informatics, 2004)

Design and implementation of the GLIF3 guideline execution engine. - Dongwen Wang; Mor Peleg; Samson W. Tu; Aziz A. Boxwala; Omolola Ogunyemi; Qing T. Zeng; Robert A. Greenes; Vimla L. Patel; Edward H. Shortliffe (J. Biomed. Informatics, 2004)

A Web Application to Support Consumer Health Vocabulary Development. - Jonathan Crowell; Qing T. Zeng; Tony Tse (AMIA, 2005)

Identifying Consumer-Friendly Display (CFD) Names for Health Concepts. - Qing T. Zeng; Tony Tse; Jonathan Crowell; Guy Divita; Laura Roth; Allen C. Browne (AMIA, 2005)

On Sample Size and Classification Accuracy: A Performance Comparison. - Margarita Sordo; Qing T. Zeng (ISBMDA, 2005)

A Text Corpora-Based Estimation of the Familiarity of Health Terminology. - Qing T. Zeng; Eunjung Kim; Jonathan Crowell; Tony Tse (ISBMDA, 2005)

A Suite of Natural Language Processing Tools Developed for the I2B2 Project. - Sergey Goryachev; Margarita Sordo; Qing T. Zeng (AMIA, 2006)

Relating Consumer Knowledge of Health Terms and Health Concepts. - Alla Keselman; Tony Tse; Jonathan Crowell; Allen C. Browne; Long H. Ngo; Qing T. Zeng (AMIA, 2006)

Analysis of Information Needs of Users of MEDLINEplus, 2002 - 2003. - Alicia Scott-Wright; Jonathan Crowell; Qing T. Zeng; David W. Bates; Robert A. Greenes (AMIA, 2006)

Exploring Lexical Forms: First-Generation Consumer Health Vocabularies. - Qing T. Zeng; Tony Tse; Guy Divita; Alla Keselman; Jonathan Crowell; Allen C. Browne (AMIA, 2006)

The Effect of User Factors on Consumer Familiarity with Health Terms: Using Gender as a Proxy for Background Knowledge About Gender-Specific Illnesses. - Alla Keselman; Lisa Massengale; Long H. Ngo; Allen C. Browne; Qing T. Zeng (ISBMDA, 2006)

Data Integration in Multi-dimensional Data Sets: Informational Asymmetry in the Valid Correlation of Subdivided Samples. - Qing T. Zeng; Juan Pablo Pratt; Jane Pak; Eun-Young Kim; Dino Ravnic; Harold Huss; Steven J. Mentzer (ISBMDA, 2006)

Research Paper: Assisting Consumer Health Information Retrieval with Query Recommendations. - Qing T. Zeng; Jonathan Crowell; Robert M. Plovnick; Eunjung Kim; Long H. Ngo; Emily Dibble (J. Am. Medical Informatics Assoc., 2006)

Viewpoint Paper: Exploring and Developing Consumer Health Vocabularies. - Qing T. Zeng; Tony Tse (J. Am. Medical Informatics Assoc., 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)

Towards Consumer-Friendly PHRs: Patients' Experience with Reviewing Their Health Records. - Alla Keselman; Laura Slaughter; Catherine Arnott-Smith; Hyeoneui Kim; Guy Divita; Allen C. Browne; Christopher Tsai; Qing Zeng-Treitler (AMIA, 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 (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)

Feature-guided clustering of multi-dimensional flow cytometry datasets. - Qing T. Zeng; Juan Pablo Pratt; Jane Pak; Dino Ravnic; Harold Huss; Steven J. Mentzer (J. Biomed. Informatics, 2007)

Identification and Extraction of Family History Information from Clinical Reports. - Sergey Goryachev; Hyeoneui Kim; Qing Zeng-Treitler (AMIA, 2008)

Creating a Gold Standard for the Readability Measurement of Health Texts. - Sasikiran Kandula; Qing Zeng-Treitler (AMIA, 2008)

Improving Patient Comprehension and Recall of Discharge Instructions by Supplementing Free Texts with Pictographs. - Qing Zeng-Treitler; Hyeoneui Kim; Martha Hunter (AMIA, 2008)

Research Paper: Consumer Health Concepts That Do Not Map to the UMLS: Where Do They Fit? - Alla Keselman; Catherine Arnott-Smith; Guy Divita; Hyeoneui Kim; Allen C. Browne; Gondy Leroy; Qing Zeng-Treitler (J. Am. Medical Informatics Assoc., 2008)

White Paper: Developing Informatics Tools and Strategies for Consumer-centered Health Communication. - Alla Keselman; Robert Logan; Catherine Arnott-Smith; Gondy Leroy; Qing Zeng-Treitler (J. Am. Medical Informatics Assoc., 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)

Exploring Relations among Semantic Groups: A Comparison of Concept Co-occurrence in Biomedical Sources. - Sasikiran Kandula; Qing Zeng-Treitler (MedInfo, 2010)

Can Multilingual Machine Translation Help Make Medical Record Content More Comprehensible to Patients? - Qing Zeng-Treitler; Hyeoneui Kim; Graciela Rosemblat; Alla Keselman (MedInfo, 2010)

A bootstrapping algorithm to improve cohort identification using structured data. - Sasikiran Kandula; Qing Zeng-Treitler; Lingji Chen; William L. Salomon; Bruce E. Bray (J. Biomed. Informatics, 2011)

A new adaptive testing algorithm for shortening health literacy assessments. - Sasikiran Kandula; Jessica S. Ancker; David R. Kaufman; Leanne M. Currie; Qing Zeng-Treitler (BMC Medical Informatics Decis. Mak., 2011)

Automated Illustration of Patients Instructions. - Duy Duc An Bui; Carlos Nakamura; Bruce E. Bray; Qing Zeng-Treitler (AMIA, 2012)

Not So Familiar Quotations: Content of Quoted Strings in Clinic Notes. - Brent Hill; Qing Zeng-Treitler; Doug Redd (AMIA, 2012)

Synonym, Topic Model and Predicate-Based Query Expansion for Retrieving Clinical Documents. - Qing T. Zeng; Doug Redd; Thomas C. Rindflesch; Jonathan R. Nebeker (AMIA, 2012)

An Ensemble Approach for Expanding Queries. - Duy Duc An Bui; Doug Redd; Thomas C. Rindflesch; Qing Zeng-Treitler (TREC, 2012)

A taxonomy of representation strategies in iconic communication. - Carlos Nakamura; Qing Zeng-Treitler (Int. J. Hum. Comput. Stud., 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)

Predicting sample size required for classification performance. - Rosa L. Figueroa; Qing Zeng-Treitler; Sasikiran Kandula; Long H. Ngo (BMC Medical Informatics Decis. Mak., 2012)

Improving Discharge Instructions: Perspectives from Providers and Patients. - Brent Hill; Qing T. Zeng; Seneca I. Perri; Seraphine Kapsandoy; Jinqiu Kuang (AMIA, 2013)

Personalized Shared Decision Making Model Support via Summary Statistics and Patient Stories. - Joshua Proulx; Brent Hill; Qing T. Zeng (AMIA, 2013)

Multi-Layered Annotation of Template Elements in VA Clinical Text. - Shuying Shen; Tyler Forbush; Guy Divita; Dezon Finch; Qing T. Zeng (AMIA, 2013)

Recall of Computer-Illustrated Patient Instructions: An Evaluation of the GLYPH System. - Qing T. Zeng; Seneca I. Perri; Brent Hill; Duy Duc An Bui; Carlos Nakamura (AMIA, 2013)

Creating Consumer Friendly Health Content: Implementing and Testing a Readability Diagnosis and Enhancement Tool. - Joshua Proulx; Sasikiran Kandula; Brent Hill; Qing Zeng-Treitler (HICSS, 2013)

Improve Retrieval Performance on Clinical Notes: A Comparison of Four Methods. - Doug Redd; Thomas C. Rindflesch; Jonathan R. Nebeker; Qing Zeng-Treitler (HICSS, 2013)

Text Classification Performance: Is the Sample Size the Only Factor to be Considered? - Rosa L. Figueroa; Qing Zeng-Treitler (MedInfo, 2013)

Exploring the Use of Large Clinical Data to Inform Patients for Shared Decision Making. - Brent Hill; Joshua Proulx; Qing Zeng-Treitler (MedInfo, 2013)

Completeness, Accuracy, and Presentation of Information on Interactions Between Prescription Drugs and Alternative Medicines: An Internet Review. - Lou Ann Scarton; Guilherme Del Fiol; Qing Zeng-Treitler (MedInfo, 2013)

Applying Multiple Methods to Assess the Readability of a Large Corpus of Medical Documents. - Danny T. Y. Wu; David A. Hanauer; Qiaozhu Mei; Patricia M. Clark; Lawrence C. An; Jianbo Lei; Joshua Proulx; Qing Zeng-Treitler; Kai Zheng 002 (MedInfo, 2013)

Development of an Alert System to Detect Drug Interactions with Herbal Supplements using Medical Record Data. - Melissa Archer; Joshua Proulx; Laura Shane-McWhorter; Bruce E. Bray; Qing T. Zeng (AMIA, 2014)

Crowdsourcing and Development of Health-related Pictographs for Minority Groups by Gaming - A Focus Group Study. - Carrie M. Christensen; Qing T. Zeng; Seneca I. Perri; Erica Lake; Bruce E. Bray; Heather Aiono; Marty Malheiro (AMIA, 2014)

What women want? Expressing women's voice on contraception. - Kavitha Damal; Rebecca Morris; Qing T. Zeng (AMIA, 2014)

v3NLP Marshallers: Providing NLP Workflow Interoperability. - Guy Divita; Brian R. Ivie; Qing T. Zeng (AMIA, 2014)

Sophia: An Expedient UMLS Concept Extraction Annotator. - Guy Divita; Qing T. Zeng; Adi V. Gundlapalli; Scott L. DuVall; Jonathan R. Nebeker; Matthew H. Samore (AMIA, 2014)

Automatically Enhancing Discharge Instructions with Pictographs to Improve Patient Recall and Satisfaction. - Brent Hill; Seneca I. Perri; Jinqiu Kuang; Rebecca Morris; Katherine Doyon; Bruce E. Bray; Qing T. Zeng (AMIA, 2014)

Differences in Nationwide Cohorts of Acupuncture Users Identified Using Structured and Free Text Medical Records. - Doug Redd; Qing T. Zeng (AMIA, 2014)

Informatics can identify systemic sclerosis (SSc) patients at risk for scleroderma renal crisis. - Doug Redd; Tracy M. Frech; Maureen A. Murtaugh; Julia Rhiannon; Qing T. Zeng (Comput. Biol. Medicine, 2014)

Research and applications: Learning regular expressions for clinical text classification. - Duy Duc An Bui; Qing Zeng-Treitler (J. Am. Medical Informatics Assoc., 2014)

Evaluation of a pictograph enhancement system for patient instruction: a recall study. - Qing Zeng-Treitler; Seneca I. Perri; Carlos Nakamura; Jinqiu Kuang; Brent Hill; Duy Duc An Bui; Gregory J. Stoddard; Bruce E. Bray (J. Am. Medical Informatics Assoc., 2014)

Using social media data to analyze patient satisfaction of health care facilities. - Katherine Doyon; Qing T. Zeng; Rebecca Morris; Catherine Arnott-Smith; YiJun Shao (AMIA, 2015)

Discharge Instructions: What Do Patients Remember? - Brent Hill; Qing T. Zeng (AMIA, 2015)

Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies. - Jinqiu Kuang; April F. Mohanty; Rashmi V. H.; Charlene R. Weir; Bruce E. Bray; Qing Zeng-Treitler (AMIA, 2015)

Ginkgo and Warfarin Interaction in a Large Veterans Administration Population. - Gregory J. Stoddard; Melissa Archer; Laura Shane-McWhorter; Bruce E. Bray; Doug Redd; Joshua Proulx; Qing T. Zeng (AMIA, 2015)

Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. - YiJun Shao; Charlene R. Weir; Qing Zeng-Treitler; Nicolette Estrada (ICHI, 2015)

Automated Learning of Temporal Expressions. - Douglas Redd; YiJun Shao; Jing Yang; Guy Divita; Qing Zeng-Treitler (MedInfo, 2015)

Maximizing clinical cohort size using free text queries. - Adi V. Gundlapalli; Doug Redd; Bryan Smith Gibson; Marjorie Carter; Chris Korhonen; Jonathan R. Nebeker; Matthew H. Samore; Qing Zeng-Treitler (Comput. Biol. Medicine, 2015)

Clinical data mining. - Qing Zeng-Treitler; Samah J. Fodeh (Comput. Biol. Medicine, 2015)

Regular expression-based learning to extract bodyweight values from clinical notes. - Maureen A. Murtaugh; Bryan Smith Gibson; Doug Redd; Qing Zeng-Treitler (J. Biomed. Informatics, 2015)

Improving Pain Assessment in Medical Intensive Care Unit Through Natural Language Processing. - Douglas Redd; Qing T. Zeng; Cynthia Brandt; Kathleen Akgün (AMIA, 2016)

Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. - YiJun Shao; April F. Mohanty; Ali Ahmed; Charlene R. Weir; Bruce E. Bray; Rashmee U. Shah; Douglas Redd; Qing Zeng-Treitler (AMIA, 2016)

Regular Expression-based Learning for METs Value Extraction. - Douglas Redd; Jinqiu Kuang; April F. Mohanty; Bruce E. Bray; Qing Zeng-Treitler (CRI, 2016)

Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction. - Brent Hill; Seneca I. Perri; Jinqiu Kuang; Bruce E. Bray; Long H. Ngo; Alexa K. Doig; Qing Zeng-Treitler (J. Am. Medical Informatics Assoc., 2016)

Assessing the readability of ClinicalTrials.gov. - Danny T. Y. Wu; David A. Hanauer; Qiaozhu Mei; Patricia M. Clark; Lawrence C. An; Joshua Proulx; Qing T. Zeng; V. G. Vinod Vydiswaran; Kevyn Collins-Thompson; Kai Zheng 002 (J. Am. Medical Informatics Assoc., 2016)

Mining Big Data in biomedicine and health care. - Samah J. Fodeh; Qing T. Zeng (J. Biomed. Informatics, 2016)

Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare Communication. - Carrie M. Christensen; Douglas F. Redd; Erica Lake; Jean Shipman; Heather Aiono; Roger Altizer; Bruce E. Bray; Qing T. Zeng (AMIA, 2017)

Physician Conception of Patient Frailty in Cardiac Care Decisions. - Kristina Doing-Harris; Rashmee U. Shah; YiJun Shao; Bruce E. Bray; Qing Zeng-Treitler; Jennifer H. Garvin; Charlene R. Weir (AMIA, 2017)

An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs. - Jennifer H. Garvin; Megha Kalsy; Cynthia Brandt; Stephen Luther; Guy Divita; Gregorio Coronado; Douglas Redd; Qing T. Zeng (CRI, 2017)

Integrative Health Informatics: The VHA Experience. - Qing T. Zeng; Joseph L. Goulet; Nell J. Marshall; Craig A. Morioka (CRI, 2017)

Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. - Yan Cheng; YiJun Shao; Charlene R. Weir; Rashmee U. Shah; Bruce E. Bray; Jennifer H. Garvin; Qing Zeng-Treitler (MedInfo, 2017)

An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs. - Jennifer H. Garvin; Megha Kalsy; Cynthia Brandt; Stephen L. Luther; Guy Divita; Gregory Coronado; Doug Redd; Carrie M. Christensen; Brent Hill; Natalie Kelly; Qing Zeng-Treitler (J. Medical Syst., 2017)

Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features. - YiJun Shao; Stephanie Taylor; Nell J. Marshall; Craig A. Morioka; Qing Zeng-Treitler (IEEE BigData, 2018)

A Novel Deep Learning Pipeline to Analyze Temporal Clinical Data. - Terri Elizabeth Workman; Michael Hirezi; Eduardo Trujillo-Rivera; Anita K. Patel; Julia A. Heneghan; James E. Bost; Qing Zeng-Treitler; Murray Pollack (IEEE BigData, 2018)

2018 Salary Survey of AMIA Members: Factors Associated with Higher Salaries. - Yan Cheng; April F. Mohanty; Omolola Ogunyemi; Catherine Arnott-Smith; Gondy Leroy; Qing T. Zeng (AMIA, 2019)

Thriving in Your Biomedical Informatics Career While Balancing Work, Personal, and Family Life. - Lesley Clack; Qing T. Zeng; Gretchen P. Jackson; William R. Hersh; April F. Mohanty (AMIA, 2019)

Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use. - Termeh Feinberg; Joseph L. Goulet; Amy C. Justice; Samah Jamal Fodeh; Lori Bastian; Qing T. Zeng; Cynthia Brandt (AMIA, 2019)

Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks. - Qing T. Zeng; YiJun Shao; Cecilia Dao; Orna Intrator; Joseph L. Goulet (AMIA, 2019)

Discovering Sublanguages in a Large Clinical Corpus through Unsupervised Machine Learning and Information Gain. - Terri Elizabeth Workman; Guy Divita; Qing Zeng-Treitler (IEEE BigData, 2019)

Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. - Terri Elizabeth Workman; Qing Zeng-Treitler; YiJun Shao; Joel Kupersmith; Friedhelm Sandbrink; Joseph L. Goulet; Nawar M. Shaar; Christopher Spevak; Cynthia Brandt; Marc R. Blackman (IEEE BigData, 2019)

A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. - Terri Elizabeth Workman; Guy Divita; YiJun Shao; Qing Zeng-Treitler (MedInfo, 2019)

Development of a cardiac-centered frailty ontology. - Kristina Doing-Harris; Bruce E. Bray; Anne Thackeray; Rashmee U. Shah; YiJun Shao; Yan Cheng; Qing Zeng-Treitler; Jennifer H. Garvin; Charlene R. Weir (J. Biomed. Semant., 2019)

Detecting Secular Trends in Clinical Treatment through Temporal Analysis. - Douglas Redd; YiJun Shao; Yan Cheng; Qing Zeng-Treitler (J. Medical Syst., 2019)

Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records. - YiJun Shao; Qing T. Zeng; Kathryn K. Chen; Andrew Shutes-David; Stephen M. Thielke; Debby W. Tsuang (BMC Medical Informatics Decis. Mak., 2019)

Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus. - YiJun Shao; Guy Divita; Terri Elizabeth Workman; Doug Redd; Jennifer H. Garvin; Qing Zeng-Treitler (IEEE BigData, 2020)

A Prototype Application to Identify LGBT Patients in Clinical Notes. - Terri Elizabeth Workman; Joseph L. Goulet; Cynthia Brandt; Melissa Skanderson; Rixin Wang; Allison R. Warren; Jacob Eleazer; Kirsha Gordon; Qing Zeng-Treitler (IEEE BigData, 2020)

A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus. - Terri Elizabeth Workman; YiJun Shao; Guy Divita; Qing Zeng-Treitler (IEEE BigData, 2020)

Using Explainable Deep Learning and Logistic Regression to Evaluate Complementary and Integrative Health Treatments in Patients with Musculoskeletal Disorders. - Douglas Redd; Joseph L. Goulet; Qing Zeng-Treitler (HICSS, 2020)

CREGEX: A Biomedical Text Classifier Based on Automatically Generated Regular Expressions. - Christopher A. Flores; Rosa L. Figueroa; Jorge E. Pezoa; Qing Zeng-Treitler (IEEE Access, 2020)

Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks. - Xiangyang Ye; Qing T. Zeng; Julio C. Facelli; Diana I. Brixner; Mike Conway; Bruce E. Bray (Int. J. Medical Informatics, 2020)

Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models. - Yijun Shao; Ali Ahmed; Edward Zamrini; Yan Cheng; Qing Zeng-Treitler (AMIA, 2021)

Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom. - Jennifer Ushe; Doug Redd; Scarlyn Gutierrez Nunez; Eduardo A. Trujillo-Rivera; Senait Tekle; Stuart J. Nelson; Qing T. Zeng (AMIA, 2021)

Topic Modeling Based on ICD Codes for Clinical Documents. - YiJun Shao; Rebecca S. Morris; Bruce E. Bray; Qing Zeng-Treitler (IntelliSys (2), 2021)

Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data. - Yan Cheng; YiJun Shao; James Rudolph; Charlene R. Weir; Beth Sahlmann; Qing Zeng-Treitler (MedInfo, 2021)

Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance. - Seyed M. Miran; Stuart J. Nelson; Doug Redd; Qing Zeng-Treitler (Int. J. Medical Informatics, 2021)

Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. - YiJun Shao; Ali Ahmed; Angelike P. Liappis; Charles Faselis; Stuart J. Nelson; Qing Zeng-Treitler (J. Heal. Informatics Res., 2021)

Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. - YiJun Shao; Yan Cheng; Rashmee U. Shah; Charlene R. Weir; Bruce E. Bray; Qing Zeng-Treitler (J. Medical Syst., 2021)

Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing. - Yan Cheng; Ali Ahmed; Edward Zamrini; Yijun Shao; Qing Zeng-Treitler (AMIA, 2022)

A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. - Yijun Shao; Yan Cheng; Stuart J. Nelson; Peter Kokkinos; Edward Zamrini; Ali Ahmed; Qing Zeng-Treitler (AMIA, 2022)

Nutrient Profiles of Food Items in Adolescent Diet: A Cluster Analysis of Data Collected from A High School Citizen Science Project. - Jonah T. Treitler; Senait Tekle; Jennifer Ushe; Qing T. Zeng (CSCI, 2022)

Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. - Phillip Ma; Yijun Shao; Yan Cheng; Youxuan Ling; Qing Zeng-Treitler; Stuart J. Nelson (ICHI, 2022)

Identification of colorectal cancer using structured and free text clinical data. - Douglas F. Redd; Yijun Shao; Qing Zeng-Treitler; Laura J. Myers; Barry C. Barker; Stuart J. Nelson; Thomas F. Imperiale (Health Informatics J., 2022)

Identifying Probable Dementia in Undiagnosed Black and White Americans Using Machine Learning in Veterans Health Administration Electronic Health Records. - Yijun Shao; Kaitlin Todd; Andrew Shutes-David; Steven P. Millard; Karl Brown; Amy Thomas; Kathryn K. Chen; Katherine Wilson; Qing T. Zeng; Debby W. Tsuang (Big Data Cogn. Comput., 2023)

Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning. - Terri Elizabeth Workman; Joseph L. Goulet; Cynthia A. Brandt; Allison R. Warren; Jacob Eleazer; Melissa Skanderson; Luke Lindemann; John R. Blosnich; John O. Leary; Qing Zeng-Treitler (CoRR, 2023)

The GW Mobile Learning Center: Mixed-Reality within an Immersive and Interactive Learning Setting. - Fernando Salvetti; Teri L. Capshaw; Linda Zanin; Kevin C. O'Connor; Qing T. Zeng; Barbara Bertagni (Int. J. Adv. Corp. Learn., 2023)

More than the Sum of its Parts: Applying Topic Modeling and Explainable AI to Deep Learning in Understanding Problematic Opioid Use. - Terri Elizabeth Workman; Joel Kupersmith; Ying Yin; Qing Zeng-Treitler (IEEE Big Data, 2024)

Design of Personal Health Libraries for People Returning from Incarceration in the United States. - Terika McCall; Amanda Levi; Mary Peng; Kristal Zhou; Meera Swaminath; Vignesh Harikrishnan; Terri Elizabeth Workman; Hadi Fooladi; Monya Saunders; Marisol Foumakoye; Meredith Campbell Britton; Sarah Teng; et al. (HICSS, 2024)

A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes. - Terri Elizabeth Workman; Joel Kupersmith; Phillip Ma; Christopher Spevak; Friedhelm Sandbrink; Yan Cheng; Qing Zeng-Treitler (CoRR, 2024)

Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes. - Ying Yin; Yijun Shao; Phillip Ma; Qing Zeng-Treitler; Stuart J. Nelson (Mach. Learn. Knowl. Extr., 2025)