Qing Zeng-Treitler

69 papers B 1Misc 15Journal 25Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Improving Zero-Shot Multiclass Classification for Narrative Reports from National Violent Death Reporting System. MedInfo YiJun Shao, Ryan Wu, Adnan Lakdawala, Alicia M. Jones, Megan Koch, Yingxuan Liu, Lori A. Post, Maryann Mason, Qing Zeng-Treitler
2025	J	`jnl`	Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes. Mach. Learn. Knowl. Extr. Ying Yin, YiJun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J. Nelson
2024	J	`jnl`	A Comparison of Veterans with Problematic Opioid Use Identified through Natural Language Processing of Clinical Notes versus Using Diagnostic Codes. CoRR Terri Elizabeth Workman, Joel Kupersmith, Phillip Ma, Christopher Spevak, Friedhelm Sandbrink, Yan Cheng, Qing Zeng-Treitler
2024	—	`conf`	Design of Personal Health Libraries for People Returning from Incarceration in the United States. HICSS 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
2024	B	`conf`	More than the Sum of its Parts: Applying Topic Modeling and Explainable AI to Deep Learning in Understanding Problematic Opioid Use. IEEE Big Data Terri Elizabeth Workman, Joel Kupersmith, Ying Yin, Qing Zeng-Treitler
2023	J	`jnl`	Leveraging Contextual Relatedness to Identify Suicide Documentation in Clinical Notes through Zero Shot Learning. CoRR 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
2022	Misc	`conf`	A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data. AMIA YiJun Shao, Yan Cheng, Stuart J. Nelson, Peter Kokkinos, Edward Zamrini, Ali Ahmed, Qing Zeng-Treitler
2022	J	`jnl`	Identification of colorectal cancer using structured and free text clinical data. Health Informatics J. Douglas F. Redd, YiJun Shao, Qing Zeng-Treitler, Laura J. Myers, Barry C. Barker, Stuart J. Nelson, Thomas F. Imperiale
2022	Misc	`conf`	Medication-Wide Association Study Plus (MWAS+): A New Approach to Drug Repurposing. AMIA Yan Cheng, Ali Ahmed, Edward Zamrini, YiJun Shao, Qing Zeng-Treitler
2022	—	`conf`	Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset. ICHI Phillip Ma, YiJun Shao, Yan Cheng, Youxuan Ling, Qing Zeng-Treitler, Stuart J. Nelson
2021	—	`conf`	Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data. MedInfo Yan Cheng, YiJun Shao, James Rudolph, Charlene R. Weir, Beth Sahlmann, Qing Zeng-Treitler
2021	Misc	`conf`	Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models. AMIA YiJun Shao, Ali Ahmed, Edward Zamrini, Yan Cheng, Qing Zeng-Treitler
2021	J	`jnl`	Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes. J. Medical Syst. YiJun Shao, Yan Cheng, Rashmee U. Shah, Charlene R. Weir, Bruce E. Bray, Qing Zeng-Treitler
2021	—	`conf`	Topic Modeling Based on ICD Codes for Clinical Documents. IntelliSys (2) YiJun Shao, Rebecca S. Morris, Bruce E. Bray, Qing Zeng-Treitler
2021	J	`jnl`	Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. J. Heal. Informatics Res. YiJun Shao, Ali Ahmed, Angelike P. Liappis, Charles Faselis, Stuart J. Nelson, Qing Zeng-Treitler
2021	J	`jnl`	Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance. Int. J. Medical Informatics Seyed M. Miran, Stuart J. Nelson, Doug Redd, Qing Zeng-Treitler
2020	—	`conf`	A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus. IEEE BigData Terri Elizabeth Workman, YiJun Shao, Guy Divita, Qing Zeng-Treitler
2020	—	`conf`	A Prototype Application to Identify LGBT Patients in Clinical Notes. IEEE BigData Terri Elizabeth Workman, Joseph L. Goulet, Cynthia Brandt, Melissa Skanderson, Rixin Wang, Allison R. Warren, Jacob Eleazer, Kirsha Gordon, Qing Zeng-Treitler
2020	J	`jnl`	CREGEX: A Biomedical Text Classifier Based on Automatically Generated Regular Expressions. IEEE Access Christopher A. Flores, Rosa L. Figueroa, Jorge E. Pezoa, Qing Zeng-Treitler
2020	—	`conf`	Clinical Sublanguage Trend and Usage Analysis from a Large Clinical Corpus. IEEE BigData YiJun Shao, Guy Divita, Terri Elizabeth Workman, Doug Redd, Jennifer H. Garvin, Qing Zeng-Treitler
2020	—	`conf`	Using Explainable Deep Learning and Logistic Regression to Evaluate Complementary and Integrative Health Treatments in Patients with Musculoskeletal Disorders. HICSS Douglas Redd, Joseph L. Goulet, Qing Zeng-Treitler
2019	—	`conf`	A Proficient Spelling Analysis Method Applied to a Pharmacovigilance Task. MedInfo Terri Elizabeth Workman, Guy Divita, YiJun Shao, Qing Zeng-Treitler
2019	J	`jnl`	Detecting Secular Trends in Clinical Treatment through Temporal Analysis. J. Medical Syst. Douglas Redd, YiJun Shao, Yan Cheng, Qing Zeng-Treitler
2019	J	`jnl`	Development of a cardiac-centered frailty ontology. J. Biomed. Semant. Kristina Doing-Harris, Bruce E. Bray, Anne Thackeray, Rashmee U. Shah, YiJun Shao, Yan Cheng, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir
2019	—	`conf`	Discovering Sublanguages in a Large Clinical Corpus through Unsupervised Machine Learning and Information Gain. IEEE BigData Terri Elizabeth Workman, Guy Divita, Qing Zeng-Treitler
2019	—	`conf`	Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors. IEEE BigData 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
2018	—	`conf`	A Novel Deep Learning Pipeline to Analyze Temporal Clinical Data. IEEE BigData Terri Elizabeth Workman, Michael Hirezi, Eduardo Trujillo-Rivera, Anita K. Patel, Julia A. Heneghan, James E. Bost, Qing Zeng-Treitler, Murray Pollack
2018	—	`conf`	Clinical Text Classification with Word Embedding Features vs. Bag-of-Words Features. IEEE BigData YiJun Shao, Stephanie Taylor, Nell J. Marshall, Craig A. Morioka, Qing Zeng-Treitler
2017	J	`jnl`	An Evolving Ecosystem for Natural Language Processing in Department of Veterans Affairs. J. Medical Syst. 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
2017	Misc	`conf`	Physician Conception of Patient Frailty in Cardiac Care Decisions. AMIA Kristina Doing-Harris, Rashmee U. Shah, YiJun Shao, Bruce E. Bray, Qing Zeng-Treitler, Jennifer H. Garvin, Charlene R. Weir
2017	—	`conf`	Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures. MedInfo Yan Cheng, YiJun Shao, Charlene R. Weir, Rashmee U. Shah, Bruce E. Bray, Jennifer H. Garvin, Qing Zeng-Treitler
2016	J	`jnl`	Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction. J. Am. Medical Informatics Assoc. Brent Hill, Seneca I. Perri, Jinqiu Kuang, Bruce E. Bray, Long H. Ngo, Alexa K. Doig, Qing Zeng-Treitler
2016	Misc	`conf`	Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure. AMIA YiJun Shao, April F. Mohanty, Ali Ahmed, Charlene R. Weir, Bruce E. Bray, Rashmee U. Shah, Douglas Redd, Qing Zeng-Treitler
2016	—	`conf`	Regular Expression-based Learning for METs Value Extraction. CRI Douglas Redd, Jinqiu Kuang, April F. Mohanty, Bruce E. Bray, Qing Zeng-Treitler
2015	—	`conf`	Automated Learning of Temporal Expressions. MedInfo Douglas Redd, YiJun Shao, Jing Yang, Guy Divita, Qing Zeng-Treitler
2015	J	`jnl`	Clinical data mining. Comput. Biol. Medicine Qing Zeng-Treitler, Samah J. Fodeh
2015	—	`conf`	Identifying Documentation of Delirium in Clinical Notes through Topic Modeling. ICHI YiJun Shao, Charlene R. Weir, Qing Zeng-Treitler, Nicolette Estrada
2015	J	`jnl`	Maximizing clinical cohort size using free text queries. Comput. Biol. Medicine Adi V. Gundlapalli, Doug Redd, Bryan Smith Gibson, Marjorie Carter, Chris Korhonen, Jonathan R. Nebeker, Matthew H. Samore, Qing Zeng-Treitler
2015	J	`jnl`	Regular expression-based learning to extract bodyweight values from clinical notes. J. Biomed. Informatics Maureen A. Murtaugh, Bryan Smith Gibson, Doug Redd, Qing Zeng-Treitler
2015	Misc	`conf`	Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies. AMIA Jinqiu Kuang, April F. Mohanty, Rashmi V. H., Charlene R. Weir, Bruce E. Bray, Qing Zeng-Treitler
2014	J	`jnl`	Evaluation of a pictograph enhancement system for patient instruction: a recall study. J. Am. Medical Informatics Assoc. Qing Zeng-Treitler, Seneca I. Perri, Carlos Nakamura, Jinqiu Kuang, Brent Hill, Duy Duc An Bui, Gregory J. Stoddard, Bruce E. Bray
2014	J	`jnl`	Research and applications: Learning regular expressions for clinical text classification. J. Am. Medical Informatics Assoc. Duy Duc An Bui, Qing Zeng-Treitler
2013	—	`conf`	Applying Multiple Methods to Assess the Readability of a Large Corpus of Medical Documents. MedInfo Danny T. Y. Wu, David A. Hanauer, Qiaozhu Mei, Patricia M. Clark, Lawrence C. An, Jianbo Lei, Joshua Proulx, Qing Zeng-Treitler, Kai Zheng
2013	—	`conf`	Completeness, Accuracy, and Presentation of Information on Interactions Between Prescription Drugs and Alternative Medicines: An Internet Review. MedInfo Lou Ann Scarton, Guilherme Del Fiol, Qing Zeng-Treitler
2013	—	`conf`	Creating Consumer Friendly Health Content: Implementing and Testing a Readability Diagnosis and Enhancement Tool. HICSS Joshua Proulx, Sasikiran Kandula, Brent Hill, Qing Zeng-Treitler
2013	—	`conf`	Exploring the Use of Large Clinical Data to Inform Patients for Shared Decision Making. MedInfo Brent Hill, Joshua Proulx, Qing Zeng-Treitler
2013	—	`conf`	Improve Retrieval Performance on Clinical Notes: A Comparison of Four Methods. HICSS Doug Redd, Thomas C. Rindflesch, Jonathan R. Nebeker, Qing Zeng-Treitler
2013	—	`conf`	Text Classification Performance: Is the Sample Size the Only Factor to be Considered? MedInfo Rosa L. Figueroa, Qing Zeng-Treitler
2012	J	`jnl`	A taxonomy of representation strategies in iconic communication. Int. J. Hum. Comput. Stud. Carlos Nakamura, Qing Zeng-Treitler
2012	J	`jnl`	Active learning for clinical text classification: is it better than random sampling? J. Am. Medical Informatics Assoc. Rosa L. Figueroa, Qing Zeng-Treitler, Long H. Ngo, Sergey Goryachev, Eduardo P. Wiechmann
2012	—	`conf`	An Ensemble Approach for Expanding Queries. TREC Duy Duc An Bui, Doug Redd, Thomas C. Rindflesch, Qing Zeng-Treitler
2012	Misc	`conf`	Automated Illustration of Patients Instructions. AMIA Duy Duc An Bui, Carlos Nakamura, Bruce E. Bray, Qing Zeng-Treitler
2012	Misc	`conf`	Not So Familiar Quotations: Content of Quoted Strings in Clinic Notes. AMIA Brent Hill, Qing Zeng-Treitler, Doug Redd
2012	J	`jnl`	Predicting sample size required for classification performance. BMC Medical Informatics Decis. Mak. Rosa L. Figueroa, Qing Zeng-Treitler, Sasikiran Kandula, Long H. Ngo
2011	J	`jnl`	A bootstrapping algorithm to improve cohort identification using structured data. J. Biomed. Informatics Sasikiran Kandula, Qing Zeng-Treitler, Lingji Chen, William L. Salomon, Bruce E. Bray
2011	J	`jnl`	A new adaptive testing algorithm for shortening health literacy assessments. BMC Medical Informatics Decis. Mak. Sasikiran Kandula, Jessica S. Ancker, David R. Kaufman, Leanne M. Currie, Qing Zeng-Treitler
2010	—	`conf`	Can Multilingual Machine Translation Help Make Medical Record Content More Comprehensible to Patients? MedInfo Qing Zeng-Treitler, Hyeoneui Kim, Graciela Rosemblat, Alla Keselman
2010	—	`conf`	Exploring Relations among Semantic Groups: A Comparison of Concept Co-occurrence in Biomedical Sources. MedInfo Sasikiran Kandula, Qing Zeng-Treitler
2009	Misc	`conf`	Tailoring Vocabularies for NLP in Sub-Domains: A Method to Detect Unused Word Sense. AMIA Rosa L. Figueroa, Qing Zeng-Treitler, Sergey Goryachev, Eduardo P. Wiechmann
2008	Misc	`conf`	Creating a Gold Standard for the Readability Measurement of Health Texts. AMIA Sasikiran Kandula, Qing Zeng-Treitler
2008	Misc	`conf`	Identification and Extraction of Family History Information from Clinical Reports. AMIA Sergey Goryachev, Hyeoneui Kim, Qing Zeng-Treitler
2008	Misc	`conf`	Improving Patient Comprehension and Recall of Discharge Instructions by Supplementing Free Texts with Pictographs. AMIA Qing Zeng-Treitler, Hyeoneui Kim, Martha Hunter
2008	J	`jnl`	Research Paper: Consumer Health Concepts That Do Not Map to the UMLS: Where Do They Fit? J. Am. Medical Informatics Assoc. Alla Keselman, Catherine Arnott-Smith, Guy Divita, Hyeoneui Kim, Allen C. Browne, Gondy Leroy, Qing Zeng-Treitler
2008	J	`jnl`	Research Paper: Estimating Consumer Familiarity with Health Terminology: A Context-based Approach. J. Am. Medical Informatics Assoc. Qing Zeng-Treitler, Sergey Goryachev, Tony Tse, Alla Keselman, Aziz A. Boxwala
2008	J	`jnl`	White Paper: Developing Informatics Tools and Strategies for Consumer-centered Health Communication. J. Am. Medical Informatics Assoc. Alla Keselman, Robert Logan, Catherine Arnott-Smith, Gondy Leroy, Qing Zeng-Treitler
2007	Misc	`conf`	Beyond Surface Characteristics: A New Health Text-Specific Readability Measurement. AMIA Hyeoneui Kim, Sergey Goryachev, Graciela Rosemblat, Allen C. Browne, Alla Keselman, Qing Zeng-Treitler
2007	Misc	`conf`	Making Texts in Electronic Health Records Comprehensible to Consumers: A Prototype Translator. AMIA Qing Zeng-Treitler, Sergey Goryachev, Hyeoneui Kim, Alla Keselman, Douglas Rosendale
2007	—	`conf`	Text Characteristics of Clinical Reports and Their Implications for the Readability of Personal Health Records. MedInfo Qing Zeng-Treitler, Hyeoneui Kim, Sergey Goryachev, Alla Keselman, Laura Slaughter, Catherine Arnott-Smith
2007	Misc	`conf`	Towards Consumer-Friendly PHRs: Patients' Experience with Reviewing Their Health Records. AMIA Alla Keselman, Laura Slaughter, Catherine Arnott-Smith, Hyeoneui Kim, Guy Divita, Allen C. Browne, Christopher Tsai, Qing Zeng-Treitler