System Architecture for Temporal Information Extraction, Representationand Reasoning in Clinical Narrative Reports. - Li Zhou 007; Carol Friedman; Simon Parsons; George Hripcsak (AMIA, 2005)

Model Formulation: Modeling Electronic Discharge Summaries as a Simple Temporal Constraint Satisfaction Problem. - George Hripcsak; Li Zhou 007; Simon Parsons; Amar K. Das; Stephen B. Johnson (J. Am. Medical Informatics Assoc., 2005)

Handling Implicit and Uncertain Temporal Information in Medical Text. - Li Zhou 007; Simon Parsons; George Hripcsak (AMIA, 2006)

A temporal constraint structure for extracting temporal information from clinical narrative. - Li Zhou 007; Genevieve B. Melton; Simon Parsons; George Hripcsak (J. Biomed. Informatics, 2006)

Terminology model discovery using natural language processing and visualization techniques. - Li Zhou 007; Ying Tao; James J. Cimino; Elizabeth S. Chen; Hongfang Liu; Yves A. Lussier; George Hripcsak; Carol Friedman (J. Biomed. Informatics, 2006)

Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia. - George Hripcsak; Charles Knirsch; Li Zhou 007; Adam B. Wilcox; Genevieve B. Melton (Comput. Biol. Medicine, 2007)

Temporal reasoning with medical data - A review with emphasis on medical natural language processing. - Li Zhou 007; George Hripcsak (J. Biomed. Informatics, 2007)

Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations. - Elizabeth S. Chen; Li Zhou 007; Vipul Kashyap; Molly Schaeffer; Patricia C. Dykes; Howard S. Goldberg (AMIA, 2008)

Research Paper: The Evaluation of a Temporal Reasoning System in Processing Clinical Discharge Summaries. - Li Zhou 007; Simon Parsons; George Hripcsak (J. Am. Medical Informatics Assoc., 2008)

Terminology Modeling for an Enterprise Laboratory Orders Catalog. - Li Zhou 007; Howard Goldberg; Deepika Pabbathi; Adam Wright; Debora S. Goldman; Cheryl Van Putten; Amanda Barley; Roberto A. Rocha (AMIA, 2009)

Research Paper: Using Empiric Semantic Correlation to Interpret Temporal Assertions in Clinical Texts. - George Hripcsak; Noemie Elhadad; Yueh-Hsia Chen; Li Zhou 007; Frances P. Morrison (J. Am. Medical Informatics Assoc., 2009)

Research Paper: The Relationship between Electronic Health Record Use and Quality of Care over Time. - Li Zhou 007; Christine S. Soran; Chelsea A. Jenter; Lynn A. Volk; E. John Orav; David W. Bates; Steven R. Simon (J. Am. Medical Informatics Assoc., 2009)

How Many Medications are Entered through Free-text in EHRs? - A Study on Hypoglycemic Agents. - Li Zhou 007; Lisa M. Mahoney; Anastasiya Shakurova; Foster R. Goss; Frank Y. Chang; David W. Bates; Roberto A. Rocha (AMIA, 2012)

Mapping Partners Master Drug Dictionary to RxNorm using an NLP-based approach. - Li Zhou 007; Joseph M. Plasek; Lisa M. Mahoney; Frank Y. Chang; Dana DiMaggio; Roberto A. Rocha (J. Biomed. Informatics, 2012)

A study of diverse clinical decision support rule authoring environments and requirements for integration. - Li Zhou 007; Neelima Karipineni; Janet Lewis; Saverio M. Maviglia; Amanda Fairbanks; Tonya Hongsermeier; Blackford Middleton; Roberto A. Rocha (BMC Medical Informatics Decis. Mak., 2012)

Integration of an NLP-based Application to Support Medication Management. - Li Zhou 007; Anastasiya Shakurova; Lipika Samal; Qoua L. Her; Frank Y. Chang; David W. Bates (AMIA, 2013)

Structured Representation for Core Elements of Common Clinical Decision Support Interventions to Facilitate Knowledge Sharing. - Li Zhou 007; Tonya Hongsermeier; Aziz A. Boxwala; Janet Lewis; Kensaku Kawamoto; Saverio M. Maviglia; Douglas A. Gentile; Jonathan M. Teich; Roberto A. Rocha; Douglas S. Bell; Blackford Middleton (MedInfo, 2013)

Evaluating standard terminologies for encoding allergy information. - Foster R. Goss; Li Zhou 007; Joseph M. Plasek; Carol A. Broverman; George A. Robinson; Blackford Middleton; Roberto A. Rocha (J. Am. Medical Informatics Assoc., 2013)

Clinical Informatics Program and Strategy to Support a Large-Scale EHR Implementation. - Sarah A. Collins; Saverio M. Maviglia; Perry Mar; Margarita Sordo; Li Zhou 007; Charles Lagor; Roberto A. Rocha (AMIA, 2014)

An Evaluation of a Natural Language Processing Tool for Identifying and Encoding Allergy Information in Emergency Department Clinical Notes. - Foster R. Goss; Joseph M. Plasek; Jason J. Lau; Diane L. Seger; Frank Y. Chang; Li Zhou 007 (AMIA, 2014)

Systems Informatics and Information Modeling in Healthcare. - Perry Mar; Oliver D. James; Sarah A. Collins; Margarita Sordo; Saverio M. Maviglia; Li Zhou 007; Priyaranjan Tokachichu; Hari Krishna Nandigam; Howard S. Goldberg; Roberto A. Rocha (AMIA, 2014)

EHR adoption across China's tertiary hospitals: A cross-sectional observational study. - Ting Shu; Haiyi Liu; Foster R. Goss; Wei Yang; Li Zhou 007; David W. Bates; Ming-Hui Liang (Int. J. Medical Informatics, 2014)

Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience. - Li Zhou 007; Maxim Topaz; Diane L. Seger; Sarah P. Slight; Foster R. Goss; Kenneth H. Lai; Paige G. Wickner; Kimberly G. Blumenthal; Neil Dhopeshwarkar; Frank Y. Chang; David W. Bates (AMIA, 2015)

High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future. - Maxim Topaz; Diane L. Seger; Kenneth H. Lai; Paige G. Wickner; Foster R. Goss; Neil Dhopeshwarkar; Frank Y. Chang; David W. Bates; Li Zhou 007 (MedInfo, 2015)

Identifying Patients with Depression Using Free-text Clinical Documents. - Li Zhou 007; Amy W. Baughman; Victor J. Lei; Kenneth H. Lai; Amol S. Navathe; Frank Y. Chang; Margarita Sordo; Maxim Topaz; Feiran Zhong; Madhavan Murrali; Shamkant B. Navathe; Roberto A. Rocha (MedInfo, 2015)

Automated misspelling detection and correction in clinical free-text records. - Kenneth H. Lai; Maxim Topaz; Foster R. Goss; Li Zhou 007 (J. Biomed. Informatics, 2015)

An Error Analysis of Dictated Clinical Documents at Different Processing Stages. - Li Zhou 007; Warren W. Acker; Adam B. Landman; Evgeni Kontrient; Raymond Doan; Suzanne V. Blackley; David Mack; David W. Bates; Foster R. Goss (AMIA, 2016)

A Decade of Experience in Creating and Maintaining Data Elements for Structured Clinical Documentation in EHRs. - Li Zhou 007; Sarah A. Collins; Stephen J. Morgan; Neelam Zafar; Emily J. Gesner; Martin Fehrenbach; Roberto A. Rocha (AMIA, 2016)

Implementation of a city-wide Health Information Exchange solution in the largest metropolitan region in China. - Guang-Jun Yu; Wenbin Cui; Li Zhou 007; David W. Bates; Jianlei Gu; Hui Lu 004 (BIBM, 2016)

Mining Clinicians' Electronic Documentation to Identify Heart Failure Patients with Ineffective Self-Management: A Pilot Text-Mining Study. - Maxim Topaz; Kavita Radhakrishnan; Victor J. Lei; Li Zhou 007 (Nursing Informatics, 2016)

Incidence of speech recognition errors in the emergency department. - Foster R. Goss; Li Zhou 007; Scott G. Weiner (Int. J. Medical Informatics, 2016)

Food entries in a large allergy data repository. - Joseph M. Plasek; Foster R. Goss; Kenneth H. Lai; Jason J. Lau; Diane L. Seger; Kimberly G. Blumenthal; Paige G. Wickner; Sarah P. Slight; Frank Y. Chang; Maxim Topaz; David W. Bates; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2016)

Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience. - Maxim Topaz; Diane L. Seger; Sarah P. Slight; Foster R. Goss; Kenneth H. Lai; Paige G. Wickner; Kimberly G. Blumenthal; Neil Dhopeshwarkar; Frank Y. Chang; David W. Bates; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2016)

The application of machine learning to evaluate the adequacy of information in radiology orders. - Wasim Al Assad; Maxim Topaz; John Tu; Li Zhou 007 (BIBM, 2017)

Using mutual information clustering to discover food allergen cross-reactivity. - Kenneth H. Lai; Suzanne V. Blackley; Li Zhou 007 (BIBM, 2017)

Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map. - Chunlei Tang; Haohan Zhang; Kenneth H. Lai; Yuxuan She; Yun Xiong; Li Zhou 007 (BIBM, 2017)

Content and Trends in Medical Informatics Publications over the Past Two Decades. - Liqin Wang; Maxim Topaz; Joseph M. Plasek; Li Zhou 007 (MedInfo, 2017)

Comment Topic Evolution on a Cancer Institution's Facebook Page. - Li Zhou 007; Joseph M. Plasek; Ronen Rozenblum; David W. Bates; Chunlei Tang (Appl. Clin. Inform., 2017)

Towards improved drug allergy alerts: Multidisciplinary expert recommendations. - Maxim Topaz; Foster R. Goss; Kimberly G. Blumenthal; Kenneth H. Lai; Diane L. Seger; Sarah P. Slight; Paige G. Wickner; George A. Robinson; Kin Wah Fung; Robert C. McClure; Shelly Spiro; Warren W. Acker; et al. (Int. J. Medical Informatics, 2017)

Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. - Min-Jeoung Kang; Patricia C. Dykes; Zfania Tom Korach; Li Zhou 007; Jennifer Thate; Kimberly Whalen; Kumiko O. Schnock; Christopher Knaplund; Brittany Couture; Kenrick Cato; Sarah A. Collins (AMIA, 2018)

Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. - Liqin Wang; DJoshua R. Lakin; Clay Riley; Zfania Tom Korach; Laura Frain; Li Zhou 007 (AMIA, 2018)

RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. - Haohan Zhang; Chunlei Tang; Joseph M. Plasek; Yun Xiong; Jing Ma; Li Zhou 007; David W. Bates (AMIA, 2018)

A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression. - Chunlei Tang; Joseph M. Plasek; Haohan Zhang; Yun Xiong; David W. Bates; Li Zhou 007 (BIBM, 2018)

A value set for documenting adverse reactions in electronic health records. - Foster R. Goss; Kenneth H. Lai; Maxim Topaz; Warren W. Acker; Leigh Kowalski; Joseph M. Plasek; Kimberly G. Blumenthal; Diane L. Seger; Sarah P. Slight; Kin Wah Fung; Frank Y. Chang; David W. Bates; et al. (J. Am. Medical Informatics Assoc., 2018)

Medical Malpractice Trends: Errors in Automated Speech Recognition. - Maxim Topaz; Adam Schaffer; Kenneth H. Lai; Zfania Tom Korach; Jonathan Einbinder; Li Zhou 007 (J. Medical Syst., 2018)

Enhancing Allergy Documentation in a Commercial EHR System. - Sonam N. Shah; Carlos A. Ortega; Suzanne V. Blackley; Kimberly G. Blumenthal; Foster R. Goss; Paige G. Wickner; Diane L. Seger; David W. Bates; Li Zhou 007 (AMIA, 2019)

Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. - Liqin Wang; Suzanne V. Blackley; Carlos A. Ortega; Diane L. Seger; Zfania Tom Korach; Kenneth H. Lai; Foster R. Goss; Paige G. Wickner; Kimberly G. Blumenthal; Li Zhou 007 (AMIA, 2019)

Data Reconstruction Based on Temporal Expressions in Clinical Notes. - Zhikun Zhang; Chunlei Tang; Joseph M. Plasek; Yun Xiong; Min-Jeoung Kang; Patricia C. Dykes; David W. Bates; Li Zhou 007 (BIBM, 2019)

Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines. - Chunlei Tang; Yangyong Zhu; Suzanne V. Blackley; Joseph M. Plasek; Meihan Wan; Li Zhou 007; Jing Ma; David W. Bates (IEEE Access, 2019)

Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. - Zfania Tom Korach; Kenrick D. Cato; Sarah A. Collins; Min-Jeoung Kang; Christopher Knaplund; Patricia C. Dykes; Liqin Wang; Kumiko O. Schnock; Jose P. Garcia; Haomiao Jia; Frank Y. Chang; Jessica M. Schwartz; et al. (Appl. Clin. Inform., 2019)

A clinician survey of using speech recognition for clinical documentation in the electronic health record. - Foster R. Goss; Suzanne V. Blackley; Carlos A. Ortega; Leigh Kowalski; Adam B. Landman; Chen-Tan Lin; Marie Meteer; Samantha Bakes; Stephen C. Gradwohl; David W. Bates; Li Zhou 007 (Int. J. Medical Informatics, 2019)

Speech recognition for clinical documentation from 1990 to 2018: a systematic review. - Suzanne V. Blackley; Jessica Huynh; Liqin Wang; Zfania Tom Korach; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2019)

A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. - Chunlei Tang; Joseph M. Plasek; Haohan Zhang; Min-Jeoung Kang; Haokai Sheng; Yun Xiong; David W. Bates; Li Zhou 007 (BMC Medical Informatics Decis. Mak., 2019)

Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder. - Suzanne V. Blackley; Erin MacPhaul; Bianca Martin; Wenyu Song; Joji Suzuki; Li Zhou 007 (AMIA, 2020)

Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial. - Courtney J. Diamond; Steven J. Atlas; Tin H. Dang; Jie Yang 039; Li Zhou 007; Sanja Percac-Lima; Amy J. Wint; Kimberly A. Harris; E. John Orav; Erica S. Breslau; Shoshana Hort; Anna Tosteson; et al. (AMIA, 2020)

Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: Pre-Implementation Perceptions of Primary Care Providers. - Courtney J. Diamond; Adam Wright; Steven J. Atlas; Tin H. Dang; Li Zhou 007; Sanja Percac-Lima; Amy J. Wint; Kimberly A. Harris; E. John Orav; Erica S. Breslau; Anna Tosteson; Jennifer S. Haas (AMIA, 2020)

Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. - Zfania Tom Korach; Sharmitha Yerneni; Jonathan Einbinder; Carl Kallenberg; Li Zhou 007 (AMIA, 2020)

Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach. - Ying-Chih Lo; Liqin Wang; DJoshua R. Lakin; Li Zhou 007 (AMIA, 2020)

Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records. - Liqin Wang; Rebecca E. Amariglio; Li Zhou 007 (AMIA, 2020)

Deep Learning to Detect Allergy Events from Hospital Safety Reports. - Jie Yang 039; Liqin Wang; Neelam A. Phadke; Paige G. Wickner; Christian M. Mancini; Kimberly G. Blumenthal; Li Zhou 007 (AMIA, 2020)

Physician use of speech recognition versus typing in clinical documentation: A controlled observational study. - Suzanne V. Blackley; Valerie D. Schubert; Foster R. Goss; Wasim Al Assad; Pamela M. Garabedian; Li Zhou 007 (Int. J. Medical Informatics, 2020)

Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology. - Min-Jeoung Kang; Patricia C. Dykes; Zfania Tom Korach; Li Zhou 007; Kumiko O. Schnock; Jennifer Thate; Kimberly Whalen; Haomiao Jia; Jessica M. Schwartz; Jose P. Garcia; Christopher Knaplund; Kenrick D. Cato; et al. (Int. J. Medical Informatics, 2020)

Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. - Zfania Tom Korach; Jie Yang 039; Sarah Collins Rossetti; Kenrick D. Cato; Min-Jeoung Kang; Christopher Knaplund; Kumiko O. Schnock; Jose P. Garcia; Haomiao Jia; Jessica M. Schwartz; Li Zhou 007 (Int. J. Medical Informatics, 2020)

Emerging clinical applications of text analytics. - Irena Spasic; Özlem Uzuner; Li Zhou 007 (Int. J. Medical Informatics, 2020)

A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. - Liqin Wang; Suzanne V. Blackley; Kimberly G. Blumenthal; Sharmitha Yerneni; Foster R. Goss; Ying-Chih Lo; Sonam N. Shah; Carlos A. Ortega; Zfania Tom Korach; Diane L. Seger; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2020)

Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins. - Heba Edrees; Diane L. Seger; Ying-Chih Lo; David W. Bates; Li Zhou 007 (AMIA, 2021)

Addressing Disparities in Diabetes Using Temporal Fairness Models. - Joseph M. Plasek; Chunlei Tang; Xiaoxia Wang; Yun Xiong; Yangyong Zhu; Yanming He; Patricia C. Dykes; David W. Bates; Li Zhou 007 (AMIA, 2021)

Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical Notes. - Liqin Wang; Dinah Foer; Erin MacPhaul; Ying-Chih Lo; David W. Bates; Li Zhou 007 (AMIA, 2021)

Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records. - Liqin Wang; John Laurentiev; Jie Yang 039; Ying-Chih Lo; Rebecca E. Amariglio; Gad A. Marshall; Li Zhou 007 (AMIA, 2021)

Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up. - Courtney J. Diamond; John Laurentiev; Jie Yang 039; Amy Wint; Kimberly A. Harris; Tin H. Dang; Amrita Mecker; Emily B. Carpenter; Anna N. A. Tosteson; Adam Wright; Jennifer S. Haas; Steven J. Atlas; et al. (MedInfo, 2021)

Identifying and Reconciling Patients' Allergy Information Within the Electronic Health Record. - Sachin Vallamkonda; Carlos A. Ortega; Ying-Chih Lo; Suzanne V. Blackley; Liqin Wang; Diane L. Seger; Kimberly G. Blumenthal; Joseph M. Plasek; Foster R. Goss; Li Zhou 007 (MedInfo, 2021)

Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. - Zfania Tom Korach; Stephen C. Gradwohl; Amanda I. Messinger; Kelly Bookman; Kevin Cohen 001; Li Zhou 007; Foster R. Goss (Int. J. Medical Informatics, 2021)

Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. - Kumiko O. Schnock; Min-Jeoung Kang; Sarah Collins Rossetti; Jose P. Garcia; Graham Lowenthal; Chris Knaplund; Frank Y. Chang; David J. Albers; Zfania Tom Korach; Li Zhou 007; Jeffrey G. Klann; Kenrick Cato; et al. (Int. J. Medical Informatics, 2021)

Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. - Sarah Collins Rossetti; Chris Knaplund; David J. Albers; Patricia C. Dykes; Min-Jeoung Kang; Zfania Tom Korach; Li Zhou 007; Kumiko Schnock; Jose P. Garcia; Jessica M. Schwartz; Li-heng Fu; Jeffrey G. Klann; et al. (J. Am. Medical Informatics Assoc., 2021)

Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. - Chunlei Tang; Joseph M. Plasek; Xiao Shi; Meihan Wan; Haohan Zhang; Min-Jeoung Kang; Liqin Wang; Sevan M. Dulgarian; Yun Xiong; Jing Ma; David W. Bates; Li Zhou 007 (IEEE J. Biomed. Health Informatics, 2021)

Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis. - Dinah Foer; Vi Nguyen; Li Zhou 007; David W. Bates; David M. Rubins (AMIA, 2022)

Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach. - Yining Hua; Vi Nguyen; Liqin Wang; Dinah Foer; Li Zhou 007 (AMIA, 2022)

Evaluation of a Machine Learning Approach to Identify ADL Impairment in Clinical Notes of People with Dementia. - John Laurentiev; Mufaddal Mahesri; Lily G. Bessette; Cassandra York; Heidi Zakoul; Su Been Lee; Dae Hyun Kim; Li Zhou 007; Joshua Lin (AMIA, 2022)

Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes. - John Laurentiev; Avery Pullman; Wenyu Song; Ania Syrowatka; Michael Sainlaire; Frank Yu Chang; Luwei Liu; Li Zhou 007; Patricia C. Dykes (AMIA, 2022)

Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing. - Ying-Chih Lo; Sheril Varghese; Suzanne V. Blackley; Frank Y. Chang; Oliver D. James; Kimberly G. Blumenthal; Foster R. Goss; Li Zhou 007 (AMIA, 2022)

Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks. - Joseph M. Plasek; Abigail Salem; Stuart R. Lipsitz; Mary G. Amato; Dinah Foer; Heba Edrees; Suzanne V. Blackley; Brett R. South; Amol Rajmane; Mario Lorenzo; Paul Felt; Brendan Bull; et al. (AMIA, 2022)

Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care. - Ania Syrowatka; Lipika Samal; John Laurentiev; Luwei Liu; Azza Omer; Wenyu Song; Michael Sainlaire; Frank Yu Chang; Tien Thai; Li Zhou 007; David W. Bates; Patricia C. Dykes (AMIA, 2022)

Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals. - Yen Po (Harvey) Chin; Wenyu Song; Md. Mohaimenul Islam; David W. Bates; Li Zhou 007; Yu-Chuan (Jack) Li (Comput. Methods Programs Biomed., 2022)

Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications. - Yining Hua; Hang Jiang; Shixu Lin; Jie Yang 039; Joseph M. Plasek; David W. Bates; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2022)

PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes. - Liqin Wang; Dinah Foer; Erin MacPhaul; Ying-Chih Lo; David W. Bates; Li Zhou 007 (J. Biomed. Informatics, 2022)

Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. - Xiaoxia Wang; Yifei Lin; Yun Xiong; Suhua Zhang; Yanming He; Yuqing He; Zhikun Zhang; Joseph M. Plasek; Li Zhou 007; David W. Bates; Chunlei Tang (BMC Medical Informatics Decis. Mak., 2022)

Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation. - Yifei Wang 002; Zhengyang Zhou; Liqin Wang; John Laurentiev; Peter Hou; Li Zhou 007; Pengyu Hong (CoRR, 2023)

Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning. - Yining Hua; Shixu Lin; Minghui Li; Yujie Zhang; Peilin Zhou; Ying-Chih Lo; Li Zhou 007; Jie Yang 039 (CoRR, 2023)

Unmasking Bias and Inequities: A Systematic Review of Bias Detection and Mitigation in Healthcare Artificial Intelligence Using Electronic Health Records. - Feng Chen; Liqin Wang; Julie Hong; Jiaqi Jiang; Li Zhou 007 (CoRR, 2023)

Dynamic reaction picklist for improving allergy reaction documentation: A usability study. - Liqin Wang; Heekyong Park; Sachin Vallamkonda; Diane L. Seger; Suzanne V. Blackley; Pamela M. Garabedian; Foster R. Goss; Kimberly G. Blumenthal; David W. Bates; Shawn N. Murphy; Li Zhou 007 (Int. J. Medical Informatics, 2023)

Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. - Yucheng Jin; Yun Xiong; Dan Shi; Yifei Lin; Lifang He 001; Yao Zhang 009; Joseph M. Plasek; Li Zhou 007; David W. Bates; Chunlei Tang (J. Am. Medical Informatics Assoc., 2023)

A deep learning approach for transgender and gender diverse patient identification in electronic health records. - Yining Hua; Liqin Wang; Vi Nguyen; Meghan Rieu-Werden; Alex McDowell; David W. Bates; Dinah Foer; Li Zhou 007 (J. Biomed. Informatics, 2023)

High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates. - Janick Weberpals; Pamela A. Shaw; Kueiyu Joshua Lin; Richard Wyss; Joseph M. Plasek; Li Zhou 007; Kerry Ngan; Thomas DeRamus; Sudha R. Raman; Bradley G. Hammill; Hana Lee; Sengwee Toh; et al. (CoRR, 2024)

Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models. - Feng Chen; Liqin Wang; Julie Hong; Jiaqi Jiang; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2024)

Utilization of electronic health record sex and gender demographic fields: a metadata and mixed methods analysis. - Dinah Foer; David M. Rubins; Vi Nguyen; Alex McDowell; Meg Quint; Mitchell Kellaway; Sari L. Reisner; Li Zhou 007; David W. Bates (J. Am. Medical Informatics Assoc., 2024)

Streamlining social media information retrieval for public health research with deep learning. - Yining Hua; Jiageng Wu; Shixu Lin; Minghui Li; Yujie Zhang; Dinah Foer; Siwen Wang; Peilin Zhou; Jie Yang 039; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2024)

Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases. - Yifei Wang 002; Liqin Wang; Zhengyang Zhou; John Laurentiev; Joshua R. Lakin; Li Zhou 007; Pengyu Hong (J. Biomed. Informatics, 2024)

Comparative ranking of marginal confounding impact of natural language processing-derived versus structured features in pharmacoepidemiology. - Joseph M. Plasek; Richard Wyss; Janick Weberpals; Jie Yang 039; Thomas DeRamus; Theodore N. Tsacogianis; Kerry Ngan; Lily G. Bessette; Kueiyu Joshua Lin; Li Zhou 007 (Comput. Biol. Medicine, 2025)

Identification of an ANCA-associated vasculitis cohort using deep learning and electronic health records. - Liqin Wang; John Laurentiev; Claire Cook; Shruthi Srivatsan; Yining Hua; Jie Yang 039; Eli Miloslavsky; Hyon K. Choi; Li Zhou 007; Zachary S. Wallace (Int. J. Medical Informatics, 2025)

Development of a drug allergy alert tiering algorithm for penicillins and cephalosporins. - Rachel L. Wasserman; Heba H. Edrees; Diane L. Seger; Foster R. Goss; Kimberly G. Blumenthal; Ying-Chih Lo; Suzanne V. Blackley; David W. Bates; Li Zhou 007 (Int. J. Medical Informatics, 2025)

Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records. - Suzanne V. Blackley; Ying-Chih Lo; Sheril Varghese; Frank Y. Chang; Oliver D. James; Diane L. Seger; Kimberly G. Blumenthal; Foster R. Goss; Li Zhou 007 (J. Am. Medical Informatics Assoc., 2025)

Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies. - Richard Wyss; Jie Yang 039; Sebastian Schneeweiss; Joseph M. Plasek; Li Zhou 007; Thomas DeRamus; Janick Weberpals; Kerry Ngan; Theodore N. Tsacogianis; Kueiyu Joshua Lin (J. Biomed. Informatics, 2025)