Qing T. Zeng

Orcid: 0000-0002-8353-7473

Affiliations:
  • George Washington University, Biomedical Informatics Center, Washington, DC, USA
  • University of Utah, Department of Biomedical Informatics, Salt Lake City, UT, USA


According to our database1, Qing T. Zeng authored at least 143 papers between 1997 and 2024.

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Bibliography

2024
A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes.
CoRR, 2024

Design of Personal Health Libraries for People Returning from Incarceration in the United States.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
The GW Mobile Learning Center: Mixed-Reality within an Immersive and Interactive Learning Setting.
Int. J. Adv. Corp. Learn., May, 2023

Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning.
CoRR, 2023

Identifying Probable Dementia in Undiagnosed Black and White Americans Using Machine Learning in Veterans Health Administration Electronic Health Records.
Big Data Cogn. Comput., 2023

2022
Identification of colorectal cancer using structured and free text clinical data.
Health Informatics J., 2022

Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Nutrient Profiles of Food Items in Adolescent Diet: A Cluster Analysis of Data Collected from A High School Citizen Science Project.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data.
Proceedings of the AMIA 2022, 2022

Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing.
Proceedings of the AMIA 2022, 2022

2021
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes.
J. Medical Syst., 2021

Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model.
J. Heal. Informatics Res., 2021

Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance.
Int. J. Medical Informatics, 2021

Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Topic Modeling Based on ICD Codes for Clinical Documents.
Proceedings of the Intelligent Systems and Applications, 2021

Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks.
Int. J. Medical Informatics, 2020

CREGEX: A Biomedical Text Classifier Based on Automatically Generated Regular Expressions.
IEEE Access, 2020

Using Explainable Deep Learning and Logistic Regression to Evaluate Complementary and Integrative Health Treatments in Patients with Musculoskeletal Disorders.
Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Prototype Application to Identify LGBT Patients in Clinical Notes.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records.
BMC Medical Informatics Decis. Mak., 2019

Detecting Secular Trends in Clinical Treatment through Temporal Analysis.
J. Medical Syst., 2019

Development of a cardiac-centered frailty ontology.
J. Biomed. Semant., 2019

A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Discovering Sublanguages in a Large Clinical Corpus through Unsupervised Machine Learning and Information Gain.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks.
Proceedings of the AMIA 2019, 2019

Preliminary chart review for Natural Language Processing development among electronic health records with documentation of marijuana use.
Proceedings of the AMIA 2019, 2019

Thriving in Your Biomedical Informatics Career While Balancing Work, Personal, and Family Life.
Proceedings of the AMIA 2019, 2019

2018 Salary Survey of AMIA Members: Factors Associated with Higher Salaries.
Proceedings of the AMIA 2019, 2019

2018
A Novel Deep Learning Pipeline to Analyze Temporal Clinical Data.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs.
J. Medical Syst., 2017

Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Integrative Health Informatics: The VHA Experience.
Proceedings of the Summit on Clinical Research Informatics, 2017

An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs.
Proceedings of the Summit on Clinical Research Informatics, 2017

Physician Conception of Patient Frailty in Cardiac Care Decisions.
Proceedings of the AMIA 2017, 2017

Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare Communication.
Proceedings of the AMIA 2017, 2017

2016
Mining Big Data in biomedicine and health care.
J. Biomed. Informatics, 2016

Assessing the readability of ClinicalTrials.gov.
J. Am. Medical Informatics Assoc., 2016

Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction.
J. Am. Medical Informatics Assoc., 2016

Regular Expression-based Learning for METs Value Extraction.
Proceedings of the Summit on Clinical Research Informatics, 2016

Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure.
Proceedings of the AMIA 2016, 2016

Improving Pain Assessment in Medical Intensive Care Unit Through Natural Language Processing.
Proceedings of the AMIA 2016, 2016

2015
Regular expression-based learning to extract bodyweight values from clinical notes.
J. Biomed. Informatics, 2015

Clinical data mining.
Comput. Biol. Medicine, 2015

Maximizing clinical cohort size using free text queries.
Comput. Biol. Medicine, 2015

Automated Learning of Temporal Expressions.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Identifying Documentation of Delirium in Clinical Notes through Topic Modeling.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Ginkgo and Warfarin Interaction in a Large Veterans Administration Population.
Proceedings of the AMIA 2015, 2015

Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies.
Proceedings of the AMIA 2015, 2015

Discharge Instructions: What Do Patients Remember?
Proceedings of the AMIA 2015, 2015

Using social media data to analyze patient satisfaction of health care facilities.
Proceedings of the AMIA 2015, 2015

2014
Evaluation of a pictograph enhancement system for patient instruction: a recall study.
J. Am. Medical Informatics Assoc., 2014

Research and applications: Learning regular expressions for clinical text classification.
J. Am. Medical Informatics Assoc., 2014

Informatics can identify systemic sclerosis (SSc) patients at risk for scleroderma renal crisis.
Comput. Biol. Medicine, 2014

Differences in Nationwide Cohorts of Acupuncture Users Identified Using Structured and Free Text Medical Records.
Proceedings of the AMIA 2014, 2014

Automatically Enhancing Discharge Instructions with Pictographs to Improve Patient Recall and Satisfaction.
Proceedings of the AMIA 2014, 2014

Sophia: An Expedient UMLS Concept Extraction Annotator.
Proceedings of the AMIA 2014, 2014

v3NLP Marshallers: Providing NLP Workflow Interoperability.
Proceedings of the AMIA 2014, 2014

What women want? Expressing women's voice on contraception.
Proceedings of the AMIA 2014, 2014

Crowdsourcing and Development of Health-related Pictographs for Minority Groups by Gaming - A Focus Group Study.
Proceedings of the AMIA 2014, 2014

Development of an Alert System to Detect Drug Interactions with Herbal Supplements using Medical Record Data.
Proceedings of the AMIA 2014, 2014

2013
Applying Multiple Methods to Assess the Readability of a Large Corpus of Medical Documents.
Proceedings of the MEDINFO 2013, 2013

Completeness, Accuracy, and Presentation of Information on Interactions Between Prescription Drugs and Alternative Medicines: An Internet Review.
Proceedings of the MEDINFO 2013, 2013

Exploring the Use of Large Clinical Data to Inform Patients for Shared Decision Making.
Proceedings of the MEDINFO 2013, 2013

Text Classification Performance: Is the Sample Size the Only Factor to be Considered?
Proceedings of the MEDINFO 2013, 2013

Improve Retrieval Performance on Clinical Notes: A Comparison of Four Methods.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Creating Consumer Friendly Health Content: Implementing and Testing a Readability Diagnosis and Enhancement Tool.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Recall of Computer-Illustrated Patient Instructions: An Evaluation of the GLYPH System.
Proceedings of the AMIA 2013, 2013

Multi-Layered Annotation of Template Elements in VA Clinical Text.
Proceedings of the AMIA 2013, 2013

Personalized Shared Decision Making Model Support via Summary Statistics and Patient Stories.
Proceedings of the AMIA 2013, 2013

Improving Discharge Instructions: Perspectives from Providers and Patients.
Proceedings of the AMIA 2013, 2013

2012
Predicting sample size required for classification performance.
BMC Medical Informatics Decis. Mak., 2012

Active learning for clinical text classification: is it better than random sampling?
J. Am. Medical Informatics Assoc., 2012

A taxonomy of representation strategies in iconic communication.
Int. J. Hum. Comput. Stud., 2012

An Ensemble Approach for Expanding Queries.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Synonym, Topic Model and Predicate-Based Query Expansion for Retrieving Clinical Documents.
Proceedings of the AMIA 2012, 2012

Not So Familiar Quotations: Content of Quoted Strings in Clinic Notes.
Proceedings of the AMIA 2012, 2012

Automated Illustration of Patients Instructions.
Proceedings of the AMIA 2012, 2012

2011
A new adaptive testing algorithm for shortening health literacy assessments.
BMC Medical Informatics Decis. Mak., 2011

A bootstrapping algorithm to improve cohort identification using structured data.
J. Biomed. Informatics, 2011

2010
Can Multilingual Machine Translation Help Make Medical Record Content More Comprehensible to Patients?
Proceedings of the MEDINFO 2010, 2010

Exploring Relations among Semantic Groups: A Comparison of Concept Co-occurrence in Biomedical Sources.
Proceedings of the MEDINFO 2010, 2010

2009
Tailoring Vocabularies for NLP in Sub-Domains: A Method to Detect Unused Word Sense.
Proceedings of the AMIA 2009, 2009

2008
Research Paper: Estimating Consumer Familiarity with Health Terminology: A Context-based Approach.
J. Am. Medical Informatics Assoc., 2008

White Paper: Developing Informatics Tools and Strategies for Consumer-centered Health Communication.
J. Am. Medical Informatics Assoc., 2008

Research Paper: Consumer Health Concepts That Do Not Map to the UMLS: Where Do They Fit?
J. Am. Medical Informatics Assoc., 2008

Improving Patient Comprehension and Recall of Discharge Instructions by Supplementing Free Texts with Pictographs.
Proceedings of the AMIA 2008, 2008

Creating a Gold Standard for the Readability Measurement of Health Texts.
Proceedings of the AMIA 2008, 2008

Identification and Extraction of Family History Information from Clinical Reports.
Proceedings of the AMIA 2008, 2008

2007
Feature-guided clustering of multi-dimensional flow cytometry datasets.
J. Biomed. Informatics, 2007

Text Characteristics of Clinical Reports and Their Implications for the Readability of Personal Health Records.
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.
Proceedings of the AMIA 2007, 2007

Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement.
Proceedings of the AMIA 2007, 2007

Towards Consumer-Friendly PHRs: Patients' Experience with Reviewing Their Health Records.
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.
BMC Medical Informatics Decis. Mak., 2006

Viewpoint Paper: Exploring and Developing Consumer Health Vocabularies.
J. Am. Medical Informatics Assoc., 2006

Research Paper: Assisting Consumer Health Information Retrieval with Query Recommendations.
J. Am. Medical Informatics Assoc., 2006

Data Integration in Multi-dimensional Data Sets: Informational Asymmetry in the Valid Correlation of Subdivided Samples.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

The Effect of User Factors on Consumer Familiarity with Health Terms: Using Gender as a Proxy for Background Knowledge About Gender-Specific Illnesses.
Proceedings of the Biological and Medical Data Analysis, 7th International Symposium, 2006

Exploring Lexical Forms: First-Generation Consumer Health Vocabularies.
Proceedings of the AMIA 2006, 2006

Analysis of Information Needs of Users of MEDLINEplus, 2002 - 2003.
Proceedings of the AMIA 2006, 2006

Relating Consumer Knowledge of Health Terms and Health Concepts.
Proceedings of the AMIA 2006, 2006

A Suite of Natural Language Processing Tools Developed for the I2B2 Project.
Proceedings of the AMIA 2006, 2006

2005
A Text Corpora-Based Estimation of the Familiarity of Health Terminology.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005

On Sample Size and Classification Accuracy: A Performance Comparison.
Proceedings of the Biological and Medical Data Analysis, 6th International Symposium, 2005

Identifying Consumer-Friendly Display (CFD) Names for Health Concepts.
Proceedings of the AMIA 2005, 2005

A Web Application to Support Consumer Health Vocabulary Development.
Proceedings of the AMIA 2005, 2005

2004
Design and implementation of the GLIF3 guideline execution engine.
J. Biomed. Informatics, 2004

GLIF3: a representation format for sharable computer-interpretable clinical practice guidelines.
J. Biomed. Informatics, 2004

Review Paper: The InterMed Approach to Sharable Computer-interpretable Guidelines: A Review.
J. Am. Medical Informatics Assoc., 2004

Research Paper: A Frequency-based Technique to Improve the Spelling Suggestion Rank in Medical Queries.
J. Am. Medical Informatics Assoc., 2004

Positive attitudes and failed queries: an exploration of the conundrums of consumer health information retrieval.
Int. J. Medical Informatics, 2004

Relationships among Different Subjective Measurements of Consumer Health Information Retrieval Performance.
Proceedings of the MEDINFO 2004, 2004

2003
Visual Representation of Cell Subpopulation from Flow Cytometry Data.
Proceedings of the AMIA 2003, 2003

A Technique to Improve the Spelling Suggestion Rank in Medical Queries.
Proceedings of the AMIA 2003, 2003

Coverage of patient safety terms in the UMLS Metathesaurus.
Proceedings of the AMIA 2003, 2003

2002
Research Paper: Providing Concept-oriented Views for Clinical Data Using a Knowledge-based System: An Evaluation.
J. Am. Medical Informatics Assoc., 2002

Poster Abstract: Identification of Special Patterns of Numerical Typographic Errors Increases the Likelihood of Finding a Misplaced Patient File.
J. Am. Medical Informatics Assoc., 2002

Matching of flow-cytometry histograms using information theory in feature space.
Proceedings of the AMIA 2002, 2002

Health Information Retrieval Tool (HIRT).
Proceedings of the AMIA 2002, 2002

Using a neural network with flow cytometry histograms to recognize cell surface protein binding patterns.
Proceedings of the AMIA 2002, 2002

Applying Axiomatic Design Methodology to Create Guidelines That Are Locally Adaptable.
Proceedings of the AMIA 2002, 2002

2001
A Knowledge-Based, Concept-Oriented View Generation System for Clinical Data.
J. Biomed. Informatics, 2001

Toward a Representation Format for Sharable Clinical Guidelines.
J. Biomed. Informatics, 2001

Patient and Clinician Vocabulary: How Different Are They?
Proceedings of the MEDINFO 2001, 2001

Molecular identification using flow cytometry histograms and information theory.
Proceedings of the AMIA 2001, 2001

Identification of Special Patterns of Numerical Typographic Errors to Increases the Likelihood of Finding a Misplaced Patient File.
Proceedings of the AMIA 2001, 2001

Using features of Arden Syntax with object-oriented medical data models for guideline modeling.
Proceedings of the AMIA 2001, 2001

Problems and challenges in patient information retrieval: a descriptive study.
Proceedings of the AMIA 2001, 2001

Facilitate the Delivery of Tailored Materials to Asthmatic Pregnant Women.
Proceedings of the AMIA 2001, 2001

Finding appropriate clinical trials: evaluating encoded eligibility criteria with incomplete data.
Proceedings of the AMIA 2001, 2001

2000
Providing Multiple Views to Meet Physician Information Needs.
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000

A Three-layer Domain Ontology for Guideline Representation and Sharing.
Proceedings of the AMIA 2000, 2000


1999
Evaluation of a system to identify relevant patient information and its impact on clinical information retrieval.
Proceedings of the AMIA 1999, 1999

1998
Automated knowledge extraction from the UMLS.
Proceedings of the AMIA 1998, 1998

1997
Linking a clinical system to heterogeneous information resources.
Proceedings of the AMIA 1997, 1997

Supporting infobuttons with terminological knowledge.
Proceedings of the AMIA 1997, 1997


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