Li Zhou - RankMe

109 papers Misc 37Journal 59Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-assisted literature screening: A hybrid approach using large language models and retrieval-augmented generation. Int. J. Medical Informatics Yiming Li, Xinsong Du, Yifei Wang, Xinyu Chen, Zhengyang Zhou, John Lian, Ya-Wen Chuang, Pengyu Hong, Peter C. Hou, Li Zhou
2026	J	`jnl`	Performance and improvement strategies for adapting generative large language models for electronic health record applications: A systematic review. Int. J. Medical Informatics Xinsong Du, Zhengyang Zhou, Yifei Wang, Ya-Wen Chuang, Yiming Li, Richard Yang, Pengyu Hong, David W. Bates, Li Zhou
2026	J	`jnl`	Testing and evaluation of generative large language models in electronic health record applications: a systematic review. J. Am. Medical Informatics Assoc. Xinsong Du, Zhengyang Zhou, Yifei Wang, Ya-Wen Chuang, Yiming Li, Richard Yang, Wenyu Zhang, Xinyi Wang, Xinyu Chen, Hao Guan, John Lian, Pengyu Hong, David W. Bates, Li Zhou
2025	J	`jnl`	Building an allergy reconciliation module to eliminate allergy discrepancies in electronic health records. J. Am. Medical Informatics Assoc. 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
2025	J	`jnl`	Comparative ranking of marginal confounding impact of natural language processing-derived versus structured features in pharmacoepidemiology. Comput. Biol. Medicine Joseph M. Plasek, Richard Wyss, Janick Weberpals, Jie Yang, Thomas DeRamus, Theodore N. Tsacogianis, Kerry Ngan, Lily G. Bessette, Kueiyu Joshua Lin, Li Zhou
2025	J	`jnl`	Comparing clinical decision support systems for improving follow-up of abnormal cervical cancer screening test results. J. Biomed. Informatics Steven J. Atlas, Timothy E. Burdick, Adam Wright, Wenyan Zhao, Shoshana Hort, David G. Aman, Mathan Thillaiyapillai, E. John Orav, Amy J. Wint, Rebecca E. Smith, Katherine L. Gallagher, Molly L. Housman, Frank Y. Chang, Courtney J. Diamond, Li Zhou, Jennifer S. Haas, Anna N. A. Tosteson
2025	J	`jnl`	Development of a drug allergy alert tiering algorithm for penicillins and cephalosporins. Int. J. Medical Informatics 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
2025	J	`jnl`	Identification of an ANCA-associated vasculitis cohort using deep learning and electronic health records. Int. J. Medical Informatics Liqin Wang, John Laurentiev, Claire Cook, Shruthi Srivatsan, Yining Hua, Jie Yang, Eli Miloslavsky, Hyon K. Choi, Li Zhou, Zachary S. Wallace
2025	J	`jnl`	Natural language processing for scalable feature engineering and ultra-high-dimensional confounding adjustment in healthcare database studies. J. Biomed. Informatics Richard Wyss, Jie Yang, Sebastian Schneeweiss, Joseph M. Plasek, Li Zhou, Thomas DeRamus, Janick Weberpals, Kerry Ngan, Theodore N. Tsacogianis, Kueiyu Joshua Lin
2024	J	`jnl`	Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases. J. Biomed. Informatics Yifei Wang, Liqin Wang, Zhengyang Zhou, John Laurentiev, Joshua R. Lakin, Li Zhou, Pengyu Hong
2024	J	`jnl`	High-dimensional multiple imputation (HDMI) for partially observed confounders including natural language processing-derived auxiliary covariates. CoRR Janick Weberpals, Pamela A. Shaw, Kueiyu Joshua Lin, Richard Wyss, Joseph M. Plasek, Li Zhou, Kerry Ngan, Thomas DeRamus, Sudha R. Raman, Bradley G. Hammill, Hana Lee, Sengwee Toh, John G. Connolly, Kimberly J. Dandreo, Fang Tian, Wei Liu, Jie Li, José J. Hernández-Muñoz, Sebastian Schneeweiss, Rishi J. Desai
2024	J	`jnl`	Streamlining social media information retrieval for public health research with deep learning. J. Am. Medical Informatics Assoc. Yining Hua, Jiageng Wu, Shixu Lin, Minghui Li, Yujie Zhang, Dinah Foer, Siwen Wang, Peilin Zhou, Jie Yang, Li Zhou
2024	J	`jnl`	Unmasking bias in artificial intelligence: a systematic review of bias detection and mitigation strategies in electronic health record-based models. J. Am. Medical Informatics Assoc. Feng Chen, Liqin Wang, Julie Hong, Jiaqi Jiang, Li Zhou
2024	J	`jnl`	Utilization of electronic health record sex and gender demographic fields: a metadata and mixed methods analysis. J. Am. Medical Informatics Assoc. Dinah Foer, David M. Rubins, Vi Nguyen, Alex McDowell, Meg Quint, Mitchell Kellaway, Sari L. Reisner, Li Zhou, David W. Bates
2023	J	`jnl`	A deep learning approach for transgender and gender diverse patient identification in electronic health records. J. Biomed. Informatics Yining Hua, Liqin Wang, Vi Nguyen, Meghan Rieu-Werden, Alex McDowell, David W. Bates, Dinah Foer, Li Zhou
2023	J	`jnl`	Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation. CoRR Yifei Wang, Zhengyang Zhou, Liqin Wang, John Laurentiev, Peter Hou, Li Zhou, Pengyu Hong
2023	J	`jnl`	Dynamic reaction picklist for improving allergy reaction documentation: A usability study. Int. J. Medical Informatics 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
2023	J	`jnl`	Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. J. Am. Medical Informatics Assoc. Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
2023	J	`jnl`	Streamlining Social Media Information Retrieval for Public Health Research with Deep Learning. CoRR Yining Hua, Shixu Lin, Minghui Li, Yujie Zhang, Peilin Zhou, Ying-Chih Lo, Li Zhou, Jie Yang
2023	J	`jnl`	Unmasking Bias and Inequities: A Systematic Review of Bias Detection and Mitigation in Healthcare Artificial Intelligence Using Electronic Health Records. CoRR Feng Chen, Liqin Wang, Julie Hong, Jiaqi Jiang, Li Zhou
2022	Misc	`conf`	Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes. AMIA John Laurentiev, Avery Pullman, Wenyu Song, Ania Syrowatka, Michael Sainlaire, Frank Yu Chang, Luwei Liu, Li Zhou, Patricia C. Dykes
2022	Misc	`conf`	Dynamic Reaction Picklist for Improving Allergy Reaction Documentation: A Usability Study. AMIA 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
2022	Misc	`conf`	Evaluation of a Machine Learning Approach to Identify ADL Impairment in Clinical Notes of People with Dementia. AMIA John Laurentiev, Mufaddal Mahesri, Lily G. Bessette, Cassandra York, Heidi Zakoul, Su Been Lee, Dae Hyun Kim, Li Zhou, Joshua Lin
2022	Misc	`conf`	Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach. AMIA Yining Hua, Vi Nguyen, Liqin Wang, Dinah Foer, Li Zhou
2022	Misc	`conf`	Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care. AMIA Ania Syrowatka, Lipika Samal, John Laurentiev, Luwei Liu, Azza Omer, Wenyu Song, Michael Sainlaire, Frank Yu Chang, Tien Thai, Li Zhou, David W. Bates, Patricia C. Dykes
2022	J	`jnl`	PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes. J. Biomed. Informatics Liqin Wang, Dinah Foer, Erin MacPhaul, Ying-Chih Lo, David W. Bates, Li Zhou
2022	Misc	`conf`	Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing. AMIA Ying-Chih Lo, Sheril Varghese, Suzanne V. Blackley, Frank Y. Chang, Oliver D. James, Kimberly G. Blumenthal, Foster R. Goss, Li Zhou
2022	Misc	`conf`	Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks. AMIA 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, Gretchen Purcell Jackson, Henry Feldman, David W. Bates, Li Zhou
2022	J	`jnl`	Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals. Comput. Methods Programs Biomed. Yen Po (Harvey) Chin, Wenyu Song, Md. Mohaimenul Islam, David W. Bates, Li Zhou, Yu-Chuan (Jack) Li
2022	Misc	`conf`	Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications. AMIA Yining Hua, Hang Jiang, Jie Yang, Shixu Lin, Joseph M. Plasek, David W. Bates, Li Zhou
2022	J	`jnl`	Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications. CoRR Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou
2022	J	`jnl`	Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications. J. Am. Medical Informatics Assoc. Yining Hua, Hang Jiang, Shixu Lin, Jie Yang, Joseph M. Plasek, David W. Bates, Li Zhou
2022	J	`jnl`	Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. BMC Medical Informatics Decis. Mak. Xiaoxia Wang, Yifei Lin, Yun Xiong, Suhua Zhang, Yanming He, Yuqing He, Zhikun Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang
2022	Misc	`conf`	Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis. AMIA Dinah Foer, Vi Nguyen, Li Zhou, David W. Bates, David M. Rubins
2021	Misc	`conf`	Addressing Disparities in Diabetes Using Temporal Fairness Models. AMIA Joseph M. Plasek, Chunlei Tang, Xiaoxia Wang, Yun Xiong, Yangyong Zhu, Yanming He, Patricia C. Dykes, David W. Bates, Li Zhou
2021	Misc	`conf`	Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records. AMIA Liqin Wang, John Laurentiev, Jie Yang, Ying-Chih Lo, Rebecca E. Amariglio, Gad A. Marshall, Li Zhou
2021	Misc	`conf`	Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins. AMIA Heba Edrees, Diane L. Seger, Ying-Chih Lo, David W. Bates, Li Zhou
2021	Misc	`conf`	Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical Notes. AMIA Liqin Wang, Dinah Foer, Erin MacPhaul, Ying-Chih Lo, David W. Bates, Li Zhou
2021	J	`jnl`	Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. IEEE J. Biomed. Health Informatics 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
2021	J	`jnl`	Healthcare Process Modeling to Phenotype Clinician Behaviors for Exploiting the Signal Gain of Clinical Expertise (HPM-ExpertSignals): Development and evaluation of a conceptual framework. J. Am. Medical Informatics Assoc. Sarah Collins Rossetti, Chris Knaplund, David J. Albers, Patricia C. Dykes, Min-Jeoung Kang, Zfania Tom Korach, Li Zhou, Kumiko Schnock, Jose P. Garcia, Jessica M. Schwartz, Li-heng Fu, Jeffrey G. Klann, Graham Lowenthal, Kenrick Cato
2021	—	`conf`	Identifying and Reconciling Patients' Allergy Information Within the Electronic Health Record. MedInfo 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
2021	J	`jnl`	Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings. Int. J. Medical Informatics 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, Jeffrey G. Klann, Kenrick Cato, David W. Bates, Patricia C. Dykes
2021	—	`conf`	Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up. MedInfo Courtney J. Diamond, John Laurentiev, Jie Yang, Amy J. Wint, Kimberly A. Harris, Tin H. Dang, Amrita Mecker, Emily B. Carpenter, Anna N. A. Tosteson, Adam Wright, Jennifer S. Haas, Steven J. Atlas, Li Zhou
2021	J	`jnl`	Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int. J. Medical Informatics Zfania Tom Korach, Stephen C. Gradwohl, Amanda I. Messinger, Kelly Bookman, Kevin Cohen, Li Zhou, Foster R. Goss
2020	J	`jnl`	A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record. J. Am. Medical Informatics Assoc. 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
2020	Misc	`conf`	Deep Learning to Detect Allergy Events from Hospital Safety Reports. AMIA Jie Yang, Liqin Wang, Neelam A. Phadke, Paige G. Wickner, Christian M. Mancini, Kimberly G. Blumenthal, Li Zhou
2020	J	`jnl`	Emerging clinical applications of text analytics. Int. J. Medical Informatics Irena Spasic, Özlem Uzuner, Li Zhou
2020	Misc	`conf`	Facilitating information extraction without annotated data using unsupervised and positive-unlabeled learning. AMIA Zfania Tom Korach, Sharmitha Yerneni, Jonathan Einbinder, Carl Kallenberg, Li Zhou
2020	J	`jnl`	Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology. Int. J. Medical Informatics Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Kumiko O. Schnock, Jennifer Thate, Kimberly Whalen, Haomiao Jia, Jessica M. Schwartz, Jose P. Garcia, Christopher Knaplund, Kenrick D. Cato, Sarah Collins Rossetti
2020	Misc	`conf`	Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: Pre-Implementation Perceptions of Primary Care Providers. AMIA Courtney J. Diamond, Adam Wright, Steven J. Atlas, Tin H. Dang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Anna Tosteson, Jennifer S. Haas
2020	Misc	`conf`	Implementing an IT-Based Intervention to Improve Follow-up Rates of Abnormal Cancer Screening Results: the mFOCUS Trial. AMIA Courtney J. Diamond, Steven J. Atlas, Tin H. Dang, Jie Yang, Li Zhou, Sanja Percac-Lima, Amy J. Wint, Kimberly A. Harris, E. John Orav, Erica S. Breslau, Shoshana Hort, Anna Tosteson, Jennifer S. Haas, Adam Wright
2020	Misc	`conf`	Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records. AMIA Liqin Wang, Rebecca E. Amariglio, Li Zhou
2020	J	`jnl`	Mining clinical phrases from nursing notes to discover risk factors of patient deterioration. Int. J. Medical Informatics Zfania Tom Korach, Jie Yang, Sarah Collins Rossetti, Kenrick D. Cato, Min-Jeoung Kang, Christopher Knaplund, Kumiko O. Schnock, Jose P. Garcia, Haomiao Jia, Jessica M. Schwartz, Li Zhou
2020	J	`jnl`	Physician use of speech recognition versus typing in clinical documentation: A controlled observational study. Int. J. Medical Informatics Suzanne V. Blackley, Valerie D. Schubert, Foster R. Goss, Wasim Al Assad, Pamela M. Garabedian, Li Zhou
2020	Misc	`conf`	Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach. AMIA Ying-Chih Lo, Liqin Wang, DJoshua R. Lakin, Li Zhou
2020	Misc	`conf`	Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder. AMIA Suzanne V. Blackley, Erin MacPhaul, Bianca Martin, Wenyu Song, Joji Suzuki, Li Zhou
2019	J	`jnl`	A clinician survey of using speech recognition for clinical documentation in the electronic health record. Int. J. Medical Informatics 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
2019	J	`jnl`	A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes. BMC Medical Informatics Decis. Mak. Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Min-Jeoung Kang, Haokai Sheng, Yun Xiong, David W. Bates, Li Zhou
2019	—	`conf`	Data Reconstruction Based on Temporal Expressions in Clinical Notes. BIBM Zhikun Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Min-Jeoung Kang, Patricia C. Dykes, David W. Bates, Li Zhou
2019	Misc	`conf`	Dynamic Reaction Picklists for Improving Allergy Reaction Documentation. AMIA 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
2019	Misc	`conf`	Enhancing Allergy Documentation in a Commercial EHR System. AMIA 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
2019	J	`jnl`	Speech recognition for clinical documentation from 1990 to 2018: a systematic review. J. Am. Medical Informatics Assoc. Suzanne V. Blackley, Jessica Huynh, Liqin Wang, Zfania Tom Korach, Li Zhou
2019	J	`jnl`	Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event. Appl. Clin. Inform. 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, Li Zhou
2019	J	`jnl`	Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines. IEEE Access Chunlei Tang, Yangyong Zhu, Suzanne V. Blackley, Joseph M. Plasek, Meihan Wan, Li Zhou, Jing Ma, David W. Bates
2018	—	`conf`	A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression. BIBM Chunlei Tang, Joseph M. Plasek, Haohan Zhang, Yun Xiong, David W. Bates, Li Zhou
2018	J	`jnl`	A value set for documenting adverse reactions in electronic health records. J. Am. Medical Informatics Assoc. 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, Li Zhou
2018	Misc	`conf`	Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes. AMIA Liqin Wang, DJoshua R. Lakin, Clay Riley, Zfania Tom Korach, Laura Frain, Li Zhou
2018	Misc	`conf`	Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology. AMIA Min-Jeoung Kang, Patricia C. Dykes, Zfania Tom Korach, Li Zhou, Jennifer Thate, Kimberly Whalen, Kumiko O. Schnock, Christopher Knaplund, Brittany Couture, Kenrick Cato, Sarah A. Collins
2018	J	`jnl`	Medical Malpractice Trends: Errors in Automated Speech Recognition. J. Medical Syst. Maxim Topaz, Adam Schaffer, Kenneth H. Lai, Zfania Tom Korach, Jonathan Einbinder, Li Zhou
2018	Misc	`conf`	RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. AMIA Haohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates
2017	J	`jnl`	Comment Topic Evolution on a Cancer Institution's Facebook Page. Appl. Clin. Inform. Li Zhou, Joseph M. Plasek, Ronen Rozenblum, David W. Bates, Chunlei Tang
2017	—	`conf`	Content and Trends in Medical Informatics Publications over the Past Two Decades. MedInfo Liqin Wang, Maxim Topaz, Joseph M. Plasek, Li Zhou
2017	—	`conf`	Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map. BIBM Chunlei Tang, Haohan Zhang, Kenneth H. Lai, Yuxuan She, Yun Xiong, Li Zhou
2017	—	`conf`	The application of machine learning to evaluate the adequacy of information in radiology orders. BIBM Wasim Al Assad, Maxim Topaz, John Tu, Li Zhou
2017	J	`jnl`	Towards improved drug allergy alerts: Multidisciplinary expert recommendations. Int. J. Medical Informatics 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, David W. Bates, Li Zhou
2017	—	`conf`	Using mutual information clustering to discover food allergen cross-reactivity. BIBM Kenneth H. Lai, Suzanne V. Blackley, Li Zhou
2016	Misc	`conf`	A Decade of Experience in Creating and Maintaining Data Elements for Structured Clinical Documentation in EHRs. AMIA Li Zhou, Sarah A. Collins, Stephen J. Morgan, Neelam Zafar, Emily J. Gesner, Martin Fehrenbach, Roberto A. Rocha
2016	Misc	`conf`	An Error Analysis of Dictated Clinical Documents at Different Processing Stages. AMIA Li Zhou, Warren W. Acker, Adam B. Landman, Evgeni Kontrient, Raymond Doan, Suzanne V. Blackley, David Mack, David W. Bates, Foster R. Goss
2016	J	`jnl`	Food entries in a large allergy data repository. J. Am. Medical Informatics Assoc. 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
2016	—	`conf`	Implementation of a city-wide Health Information Exchange solution in the largest metropolitan region in China. BIBM Guang-Jun Yu, Wenbin Cui, Li Zhou, David W. Bates, Jianlei Gu, Hui Lu
2016	J	`jnl`	Incidence of speech recognition errors in the emergency department. Int. J. Medical Informatics Foster R. Goss, Li Zhou, Scott G. Weiner
2016	—	`conf`	Mining Clinicians' Electronic Documentation to Identify Heart Failure Patients with Ineffective Self-Management: A Pilot Text-Mining Study. Nursing Informatics Maxim Topaz, Kavita Radhakrishnan, Victor J. Lei, Li Zhou
2016	J	`jnl`	Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience. J. Am. Medical Informatics Assoc. 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
2015	J	`jnl`	Automated misspelling detection and correction in clinical free-text records. J. Biomed. Informatics Kenneth H. Lai, Maxim Topaz, Foster R. Goss, Li Zhou
2015	—	`conf`	High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future. MedInfo Maxim Topaz, Diane L. Seger, Kenneth H. Lai, Paige G. Wickner, Foster R. Goss, Neil Dhopeshwarkar, Frank Y. Chang, David W. Bates, Li Zhou
2015	—	`conf`	Identifying Patients with Depression Using Free-text Clinical Documents. MedInfo Li Zhou, 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
2015	Misc	`conf`	Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience. AMIA Li Zhou, 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
2014	Misc	`conf`	An Evaluation of a Natural Language Processing Tool for Identifying and Encoding Allergy Information in Emergency Department Clinical Notes. AMIA Foster R. Goss, Joseph M. Plasek, Jason J. Lau, Diane L. Seger, Frank Y. Chang, Li Zhou
2014	Misc	`conf`	Clinical Informatics Program and Strategy to Support a Large-Scale EHR Implementation. AMIA Sarah A. Collins, Saverio M. Maviglia, Perry Mar, Margarita Sordo, Li Zhou, Charles Lagor, Roberto A. Rocha
2014	J	`jnl`	EHR adoption across China's tertiary hospitals: A cross-sectional observational study. Int. J. Medical Informatics Ting Shu, Haiyi Liu, Foster R. Goss, Wei Yang, Li Zhou, David W. Bates, Ming-Hui Liang
2014	Misc	`conf`	Systems Informatics and Information Modeling in Healthcare. AMIA Perry Mar, Oliver D. James, Sarah A. Collins, Margarita Sordo, Saverio M. Maviglia, Li Zhou, Priyaranjan Tokachichu, Hari Krishna Nandigam, Howard S. Goldberg, Roberto A. Rocha
2013	J	`jnl`	Evaluating standard terminologies for encoding allergy information. J. Am. Medical Informatics Assoc. Foster R. Goss, Li Zhou, Joseph M. Plasek, Carol A. Broverman, George A. Robinson, Blackford Middleton, Roberto A. Rocha
2013	Misc	`conf`	Integration of an NLP-based Application to Support Medication Management. AMIA Li Zhou, Anastasiya Shakurova, Lipika Samal, Qoua L. Her, Frank Y. Chang, David W. Bates
2013	—	`conf`	Structured Representation for Core Elements of Common Clinical Decision Support Interventions to Facilitate Knowledge Sharing. MedInfo Li Zhou, 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
2012	J	`jnl`	A study of diverse clinical decision support rule authoring environments and requirements for integration. BMC Medical Informatics Decis. Mak. Li Zhou, Neelima Karipineni, Janet Lewis, Saverio M. Maviglia, Amanda Fairbanks, Tonya Hongsermeier, Blackford Middleton, Roberto A. Rocha
2012	Misc	`conf`	How Many Medications are Entered through Free-text in EHRs? - A Study on Hypoglycemic Agents. AMIA Li Zhou, Lisa M. Mahoney, Anastasiya Shakurova, Foster R. Goss, Frank Y. Chang, David W. Bates, Roberto A. Rocha
2012	J	`jnl`	Mapping Partners Master Drug Dictionary to RxNorm using an NLP-based approach. J. Biomed. Informatics Li Zhou, Joseph M. Plasek, Lisa M. Mahoney, Frank Y. Chang, Dana DiMaggio, Roberto A. Rocha
2009	J	`jnl`	Research Paper: The Relationship between Electronic Health Record Use and Quality of Care over Time. J. Am. Medical Informatics Assoc. Li Zhou, Christine S. Soran, Chelsea A. Jenter, Lynn A. Volk, E. John Orav, David W. Bates, Steven R. Simon
2009	J	`jnl`	Research Paper: Using Empiric Semantic Correlation to Interpret Temporal Assertions in Clinical Texts. J. Am. Medical Informatics Assoc. George Hripcsak, Noemie Elhadad, Yueh-Hsia Chen, Li Zhou, Frances P. Morrison
2009	Misc	`conf`	Terminology Modeling for an Enterprise Laboratory Orders Catalog. AMIA Li Zhou, Howard Goldberg, Deepika Pabbathi, Adam Wright, Debora S. Goldman, Cheryl Van Putten, Amanda Barley, Roberto A. Rocha
2008	Misc	`conf`	Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations. AMIA Elizabeth S. Chen, Li Zhou, Vipul Kashyap, Molly Schaeffer, Patricia C. Dykes, Howard S. Goldberg
2008	J	`jnl`	Research Paper: The Evaluation of a Temporal Reasoning System in Processing Clinical Discharge Summaries. J. Am. Medical Informatics Assoc. Li Zhou, Simon Parsons, George Hripcsak
2007	J	`jnl`	Temporal reasoning with medical data - A review with emphasis on medical natural language processing. J. Biomed. Informatics Li Zhou, George Hripcsak
2007	J	`jnl`	Using discordance to improve classification in narrative clinical databases: An application to community-acquired pneumonia. Comput. Biol. Medicine George Hripcsak, Charles Knirsch, Li Zhou, Adam B. Wilcox, Genevieve B. Melton
2006	J	`jnl`	A temporal constraint structure for extracting temporal information from clinical narrative. J. Biomed. Informatics Li Zhou, Genevieve B. Melton, Simon Parsons, George Hripcsak
2006	Misc	`conf`	Handling Implicit and Uncertain Temporal Information in Medical Text. AMIA Li Zhou, Simon Parsons, George Hripcsak
2006	J	`jnl`	Terminology model discovery using natural language processing and visualization techniques. J. Biomed. Informatics Li Zhou, Ying Tao, James J. Cimino, Elizabeth S. Chen, Hongfang Liu, Yves A. Lussier, George Hripcsak, Carol Friedman
2005	J	`jnl`	Model Formulation: Modeling Electronic Discharge Summaries as a Simple Temporal Constraint Satisfaction Problem. J. Am. Medical Informatics Assoc. George Hripcsak, Li Zhou, Simon Parsons, Amar K. Das, Stephen B. Johnson
2005	Misc	`conf`	System Architecture for Temporal Information Extraction, Representationand Reasoning in Clinical Narrative Reports. AMIA Li Zhou, Carol Friedman, Simon Parsons, George Hripcsak