Qing Zeng-Treitler

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 31

Top Topics

Top Venues

J. Am. Medical Informatics Assoc.

Publications

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, Qing Zeng-Treitler, Ying Yin, Emily A Wang, Lisa B. Puglisi, Shira Shavit, Cynthia A. Brandt, Karen H. Wang
Design of Personal Health Libraries for People Returning from Incarceration in the United States. HICSS (2024)
Terri Elizabeth Workman, Joel Kupersmith, Phillip Ma, Christopher Spevak, Friedhelm Sandbrink, Yan Cheng, Qing Zeng-Treitler
A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes. CoRR (2024)
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
Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning. CoRR (2023)
Phillip Ma, Yijun Shao, Yan Cheng, Youxuan Ling, Qing Zeng-Treitler, Stuart J. Nelson
Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. ICHI (2022)
Yijun Shao, Yan Cheng, Stuart J. Nelson, Peter Kokkinos, Edward Zamrini, Ali Ahmed, Qing Zeng-Treitler
A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. AMIA (2022)
Douglas F. Redd, Yijun Shao, Qing Zeng-Treitler, Laura J. Myers, Barry C. Barker, Stuart J. Nelson, Thomas F. Imperiale
Identification of colorectal cancer using structured and free text clinical data. Health Informatics J. 28 (4) (2022)
Yan Cheng, Ali Ahmed, Edward Zamrini, Yijun Shao, Qing Zeng-Treitler
Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing. AMIA (2022)
YiJun Shao, Rebecca S. Morris, Bruce E. Bray, Qing Zeng-Treitler
Topic Modeling Based on ICD Codes for Clinical Documents. IntelliSys (2) (2021)
YiJun Shao, Ali Ahmed, Angelike P. Liappis, Charles Faselis, Stuart J. Nelson, Qing Zeng-Treitler
Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. J. Heal. Informatics Res. 5 (2) (2021)
Seyed M. Miran, Stuart J. Nelson, Doug Redd, Qing Zeng-Treitler
Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance. Int. J. Medical Informatics 147 (2021)
Yijun Shao, Ali Ahmed, Edward Zamrini, Yan Cheng, Qing Zeng-Treitler
Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models. AMIA (2021)
Yan Cheng, YiJun Shao, James Rudolph, Charlene R. Weir, Beth Sahlmann, Qing Zeng-Treitler
Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data. MedInfo (2021)
YiJun Shao, Yan Cheng, Rashmee U. Shah, Charlene R. Weir, Bruce E. Bray, Qing Zeng-Treitler
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. J. Medical Syst. 45 (1) (2021)
Christopher A. Flores, Rosa L. Figueroa, Jorge E. Pezoa, Qing Zeng-Treitler
CREGEX: A Biomedical Text Classifier Based on Automatically Generated Regular Expressions. IEEE Access 8 (2020)
Terri Elizabeth Workman, Joseph L. Goulet, Cynthia Brandt, Melissa Skanderson, Rixin Wang, Allison R. Warren, Jacob Eleazer, Kirsha Gordon, Qing Zeng-Treitler
A Prototype Application to Identify LGBT Patients in Clinical Notes. IEEE BigData (2020)
Douglas Redd, Joseph L. Goulet, Qing Zeng-Treitler
Using Explainable Deep Learning and Logistic Regression to Evaluate Complementary and Integrative Health Treatments in Patients with Musculoskeletal Disorders. HICSS (2020)
Terri Elizabeth Workman, YiJun Shao, Guy Divita, Qing Zeng-Treitler
A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus. IEEE BigData (2020)
YiJun Shao, Guy Divita, Terri Elizabeth Workman, Doug Redd, Jennifer H. Garvin, Qing Zeng-Treitler
Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus. IEEE BigData (2020)
Douglas Redd, YiJun Shao, Yan Cheng, Qing Zeng-Treitler
Detecting Secular Trends in Clinical Treatment through Temporal Analysis. J. Medical Syst. 43 (3) (2019)
Terri Elizabeth Workman, Guy Divita, YiJun Shao, Qing Zeng-Treitler
A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. MedInfo (2019)
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
Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. IEEE BigData (2019)
Kristina Doing-Harris, Bruce E. Bray, Anne Thackeray, Rashmee U. Shah, YiJun Shao, Yan Cheng, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir
Development of a cardiac-centered frailty ontology. J. Biomed. Semant. 10 (1) (2019)
Terri Elizabeth Workman, Guy Divita, Qing Zeng-Treitler
Discovering Sublanguages in a Large Clinical Corpus through Unsupervised Machine Learning and Information Gain. IEEE BigData (2019)
YiJun Shao, Stephanie Taylor, Nell J. Marshall, Craig A. Morioka, Qing Zeng-Treitler
Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features. IEEE BigData (2018)
Terri Elizabeth Workman, Michael Hirezi, Eduardo Trujillo-Rivera, Anita K. Patel, Julia A. Heneghan, James E. Bost, Qing Zeng-Treitler, Murray Pollack
A Novel Deep Learning Pipeline to Analyze Temporal Clinical Data. IEEE BigData (2018)
Yan Cheng, YiJun Shao, Charlene R. Weir, Rashmee U. Shah, Bruce E. Bray, Jennifer H. Garvin, Qing Zeng-Treitler
Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. MedInfo (2017)
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
An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs. J. Medical Syst. 41 (2) (2017)
Kristina Doing-Harris, Rashmee U. Shah, YiJun Shao, Bruce E. Bray, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir
Physician Conception of Patient Frailty in Cardiac Care Decisions. AMIA (2017)
Brent Hill, Seneca I. Perri, Jinqiu Kuang, Bruce E. Bray, Long H. Ngo, Alexa K. Doig, Qing Zeng-Treitler
Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction. J. Am. Medical Informatics Assoc. 23 (6) (2016)
YiJun Shao, April F. Mohanty, Ali Ahmed, Charlene R. Weir, Bruce E. Bray, Rashmee U. Shah, Douglas Redd, Qing Zeng-Treitler
Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. AMIA (2016)
Douglas Redd, Jinqiu Kuang, April F. Mohanty, Bruce E. Bray, Qing Zeng-Treitler
Regular Expression-based Learning for METs Value Extraction. CRI (2016)
Jinqiu Kuang, April F. Mohanty, Rashmi V. H., Charlene R. Weir, Bruce E. Bray, Qing Zeng-Treitler
Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies. AMIA (2015)
Douglas Redd, YiJun Shao, Jing Yang, Guy Divita, Qing Zeng-Treitler
Automated Learning of Temporal Expressions. MedInfo (2015)
Adi V. Gundlapalli, Doug Redd, Bryan Smith Gibson, Marjorie Carter, Chris Korhonen, Jonathan R. Nebeker, Matthew H. Samore, Qing Zeng-Treitler
Maximizing clinical cohort size using free text queries. Comput. Biol. Medicine 60 (2015)
Maureen A. Murtaugh, Bryan Smith Gibson, Doug Redd, Qing Zeng-Treitler
Regular expression-based learning to extract bodyweight values from clinical notes. J. Biomed. Informatics 54 (2015)
YiJun Shao, Charlene R. Weir, Qing Zeng-Treitler, Nicolette Estrada
Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. ICHI (2015)
Qing Zeng-Treitler, Samah J. Fodeh
Clinical data mining. Comput. Biol. Medicine 62 (2015)
Duy Duc An Bui, Qing Zeng-Treitler
Research and applications: Learning regular expressions for clinical text classification. J. Am. Medical Informatics Assoc. 21 (5) (2014)
Qing Zeng-Treitler, Seneca I. Perri, Carlos Nakamura, Jinqiu Kuang, Brent Hill, Duy Duc An Bui, Gregory J. Stoddard, Bruce E. Bray
Evaluation of a pictograph enhancement system for patient instruction: a recall study. J. Am. Medical Informatics Assoc. 21 (6) (2014)
Lou Ann Scarton, Guilherme Del Fiol, Qing Zeng-Treitler
Completeness, Accuracy, and Presentation of Information on Interactions Between Prescription Drugs and Alternative Medicines: An Internet Review. MedInfo (2013)
Rosa L. Figueroa, Qing Zeng-Treitler
Text Classification Performance: Is the Sample Size the Only Factor to be Considered? MedInfo (2013)
Joshua Proulx, Sasikiran Kandula, Brent Hill, Qing Zeng-Treitler
Creating Consumer Friendly Health Content: Implementing and Testing a Readability Diagnosis and Enhancement Tool. HICSS (2013)
Brent Hill, Joshua Proulx, Qing Zeng-Treitler
Exploring the Use of Large Clinical Data to Inform Patients for Shared Decision Making. MedInfo (2013)
Danny T. Y. Wu, David A. Hanauer, Qiaozhu Mei, Patricia M. Clark, Lawrence C. An, Jianbo Lei, Joshua Proulx, Qing Zeng-Treitler, Kai Zheng
Applying Multiple Methods to Assess the Readability of a Large Corpus of Medical Documents. MedInfo (2013)
Doug Redd, Thomas C. Rindflesch, Jonathan R. Nebeker, Qing Zeng-Treitler
Improve Retrieval Performance on Clinical Notes: A Comparison of Four Methods. HICSS (2013)
Duy Duc An Bui, Doug Redd, Thomas C. Rindflesch, Qing Zeng-Treitler
An Ensemble Approach for Expanding Queries. TREC (2012)
Rosa L. Figueroa, Qing Zeng-Treitler, Long H. Ngo, Sergey Goryachev, Eduardo P. Wiechmann
Active learning for clinical text classification: is it better than random sampling? J. Am. Medical Informatics Assoc. 19 (5) (2012)
Duy Duc An Bui, Carlos Nakamura, Bruce E. Bray, Qing Zeng-Treitler
Automated Illustration of Patients Instructions. AMIA (2012)
Brent Hill, Qing Zeng-Treitler, Doug Redd
Not So Familiar Quotations: Content of Quoted Strings in Clinic Notes. AMIA (2012)
Carlos Nakamura, Qing Zeng-Treitler
A taxonomy of representation strategies in iconic communication. Int. J. Hum. Comput. Stud. 70 (8) (2012)
Rosa L. Figueroa, Qing Zeng-Treitler, Sasikiran Kandula, Long H. Ngo
Predicting sample size required for classification performance. BMC Medical Informatics Decis. Mak. 12 (2012)
Sasikiran Kandula, Jessica S. Ancker, David R. Kaufman, Leanne M. Currie, Qing Zeng-Treitler
A new adaptive testing algorithm for shortening health literacy assessments. BMC Medical Informatics Decis. Mak. 11 (2011)
Sasikiran Kandula, Qing Zeng-Treitler, Lingji Chen, William L. Salomon, Bruce E. Bray
A bootstrapping algorithm to improve cohort identification using structured data. J. Biomed. Informatics 44 (Supplement-1) (2011)
Sasikiran Kandula, Qing Zeng-Treitler
Exploring Relations among Semantic Groups: A Comparison of Concept Co-occurrence in Biomedical Sources. MedInfo (2010)
Qing Zeng-Treitler, Hyeoneui Kim, Graciela Rosemblat, Alla Keselman
Can Multilingual Machine Translation Help Make Medical Record Content More Comprehensible to Patients? MedInfo (2010)
Rosa L. Figueroa, Qing Zeng-Treitler, Sergey Goryachev, Eduardo P. Wiechmann
Tailoring Vocabularies for NLP in Sub-Domains: A Method to Detect Unused Word Sense. AMIA (2009)
Sergey Goryachev, Hyeoneui Kim, Qing Zeng-Treitler
Identification and Extraction of Family History Information from Clinical Reports. AMIA (2008)
Qing Zeng-Treitler, Sergey Goryachev, Tony Tse, Alla Keselman, Aziz A. Boxwala
Research Paper: Estimating Consumer Familiarity with Health Terminology: A Context-based Approach. J. Am. Medical Informatics Assoc. 15 (3) (2008)
Alla Keselman, Robert Logan, Catherine Arnott-Smith, Gondy Leroy, Qing Zeng-Treitler
White Paper: Developing Informatics Tools and Strategies for Consumer-centered Health Communication. J. Am. Medical Informatics Assoc. 15 (4) (2008)
Qing Zeng-Treitler, Hyeoneui Kim, Martha Hunter
Improving Patient Comprehension and Recall of Discharge Instructions by Supplementing Free Texts with Pictographs. AMIA (2008)
Alla Keselman, Catherine Arnott-Smith, Guy Divita, Hyeoneui Kim, Allen C. Browne, Gondy Leroy, Qing Zeng-Treitler
Research Paper: Consumer Health Concepts That Do Not Map to the UMLS: Where Do They Fit? J. Am. Medical Informatics Assoc. 15 (4) (2008)
Sasikiran Kandula, Qing Zeng-Treitler
Creating a Gold Standard for the Readability Measurement of Health Texts. AMIA (2008)
Qing Zeng-Treitler, Hyeoneui Kim, Sergey Goryachev, Alla Keselman, Laura Slaughter, Catherine Arnott-Smith
Text Characteristics of Clinical Reports and Their Implications for the Readability of Personal Health Records. MedInfo (2007)
Qing Zeng-Treitler, Sergey Goryachev, Hyeoneui Kim, Alla Keselman, Douglas Rosendale
Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator. AMIA (2007)
Hyeoneui Kim, Sergey Goryachev, Graciela Rosemblat, Allen C. Browne, Alla Keselman, Qing Zeng-Treitler
Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement. AMIA (2007)
Alla Keselman, Laura Slaughter, Catherine Arnott-Smith, Hyeoneui Kim, Guy Divita, Allen C. Browne, Christopher Tsai, Qing Zeng-Treitler
Towards Consumer-Friendly PHRs: Patients' Experience with Reviewing Their Health Records. AMIA (2007)