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Li Zhou
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 48
Top Topics
Chronic Obstructive Pulmonary Disease
Natural Language Processing
Electronic Health Records
Speech Recognition
Top Venues
AMIA
Int. J. Medical Informatics
J. Am. Medical Informatics Assoc.
BIBM
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Publications
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Yifei Wang
,
Liqin Wang
,
Zhengyang Zhou
,
John Laurentiev
,
Joshua R. Lakin
,
Li Zhou
,
Pengyu Hong
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
156 (2024)
Yining Hua
,
Liqin Wang
,
Vi Nguyen
,
Meghan Rieu-Werden
,
Alex McDowell
,
David W. Bates
,
Dinah Foer
,
Li Zhou
A deep learning approach for transgender and gender diverse patient identification in electronic health records.
J. Biomed. Informatics
147 (2023)
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
Dynamic reaction picklist for improving allergy reaction documentation: A usability study.
Int. J. Medical Informatics
170 (2023)
Yucheng Jin
,
Yun Xiong
,
Dan Shi
,
Yifei Lin
,
Lifang He
,
Yao Zhang
,
Joseph M. Plasek
,
Li Zhou
,
David W. Bates
,
Chunlei Tang
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding.
J. Am. Medical Informatics Assoc.
30 (3) (2023)
Yining Hua
,
Hang Jiang
,
Shixu Lin
,
Jie Yang
,
Joseph M. Plasek
,
David W. Bates
,
Li Zhou
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications.
CoRR
(2022)
Yen Po (Harvey) Chin
,
Wenyu Song
,
Md. Mohaimenul Islam
,
David W. Bates
,
Li Zhou
,
Yu-Chuan (Jack) Li
Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals.
Comput. Methods Programs Biomed.
218 (2022)
Yining Hua
,
Hang Jiang
,
Shixu Lin
,
Jie Yang
,
Joseph M. Plasek
,
David W. Bates
,
Li Zhou
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications.
J. Am. Medical Informatics Assoc.
29 (10) (2022)
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
Dynamic Reaction Picklist for Improving Allergy Reaction Documentation: A Usability Study.
AMIA
(2022)
Ying-Chih Lo
,
Sheril Varghese
,
Suzanne V. Blackley
,
Frank Y. Chang
,
Oliver D. James
,
Kimberly G. Blumenthal
,
Foster R. Goss
,
Li Zhou
Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing.
AMIA
(2022)
Ania Syrowatka
,
Lipika Samal
,
John Laurentiev
,
Luwei Liu
,
Azza Omer
,
Wenyu Song
,
Michael Sainlaire
,
Frank Yu Chang
,
Tien Thai
,
Li Zhou
,
David Bates
,
Patricia C. Dykes
Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care.
AMIA
(2022)
Joseph M. Plasek
,
Abigail Salem
,
Stuart R. Lipsitz
,
Mary 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
Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks.
AMIA
(2022)
Xiaoxia Wang
,
Yifei Lin
,
Yun Xiong
,
Suhua Zhang
,
Yanming He
,
Yuqing He
,
Zhikun Zhang
,
Joseph M. Plasek
,
Li Zhou
,
David W. Bates
,
Chunlei Tang
Using an optimized generative model to infer the progression of complications in type 2 diabetes patients.
BMC Medical Informatics Decis. Mak.
22 (1) (2022)
Yining Hua
,
Hang Jiang
,
Jie Yang
,
Shixu Lin
,
Joseph M. Plasek
,
David W. Bates
,
Li Zhou
Using Twitter Data to Understand Public Perceptions of Approved versus Off-label Use for COVID-19-related Medications.
AMIA
(2022)
Liqin Wang
,
Dinah Foer
,
Erin MacPhaul
,
Ying-Chih Lo
,
David W. Bates
,
Li Zhou
PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes.
J. Biomed. Informatics
125 (2022)
Joseph M. Plasek
,
Chunlei Tang
,
Xiaoxia Wang
,
Yun Xiong
,
Yangyong Zhu
,
Yanming He
,
Patricia C. Dykes
,
David W. Bates
,
Li Zhou
Addressing Disparities in Diabetes Using Temporal Fairness Models.
AMIA
(2021)
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
Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings.
Int. J. Medical Informatics
153 (2021)
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
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.
28 (6) (2021)
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
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance.
IEEE J. Biomed. Health Informatics
25 (1) (2021)
Heba Edrees
,
Diane L. Seger
,
Ying-Chih Lo
,
David W. Bates
,
Li Zhou
Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins.
AMIA
(2021)
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
Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology.
Int. J. Medical Informatics
133 (2020)
Suzanne V. Blackley
,
Valerie D. Schubert
,
Foster R. Goss
,
Wasim Al Assad
,
Pamela M. Garabedian
,
Li Zhou
Physician use of speech recognition versus typing in clinical documentation: A controlled observational study.
Int. J. Medical Informatics
141 (2020)
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
Mining clinical phrases from nursing notes to discover risk factors of patient deterioration.
Int. J. Medical Informatics
135 (2020)
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
A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record.
J. Am. Medical Informatics Assoc.
27 (6) (2020)
Chunlei Tang
,
Joseph M. Plasek
,
Haohan Zhang
,
Min-Jeoung Kang
,
Haokai Sheng
,
Yun Xiong
,
David W. Bates
,
Li Zhou
A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes.
BMC Medical Informatics Decis. Mak.
(8) (2019)
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
Enhancing Allergy Documentation in a Commercial EHR System.
AMIA
(2019)
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
Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event.
Appl. Clin. Inform.
10 (05) (2019)
Zhikun Zhang
,
Chunlei Tang
,
Joseph M. Plasek
,
Yun Xiong
,
Min-Jeoung Kang
,
Patricia C. Dykes
,
David W. Bates
,
Li Zhou
Data Reconstruction Based on Temporal Expressions in Clinical Notes.
BIBM
(2019)
Suzanne V. Blackley
,
Jessica Huynh
,
Liqin Wang
,
Zfania Tom Korach
,
Li Zhou
Speech recognition for clinical documentation from 1990 to 2018: a systematic review.
J. Am. Medical Informatics Assoc.
26 (4) (2019)
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
A clinician survey of using speech recognition for clinical documentation in the electronic health record.
Int. J. Medical Informatics
130 (2019)
Chunlei Tang
,
Yangyong Zhu
,
Suzanne V. Blackley
,
Joseph M. Plasek
,
Meihan Wan
,
Li Zhou
,
Jing Ma
,
David W. Bates
Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines.
IEEE Access
7 (2019)
Chunlei Tang
,
Joseph M. Plasek
,
Haohan Zhang
,
Yun Xiong
,
David W. Bates
,
Li Zhou
A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression.
BIBM
(2018)
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
Identifying Concepts of Nurses' Concerns Using a Standard Nursing Terminology.
AMIA
(2018)
Maxim Topaz
,
Adam Schaffer
,
Kenneth H. Lai
,
Zfania Tom Korach
,
Jonathan Einbinder
,
Li Zhou
Medical Malpractice Trends: Errors in Automated Speech Recognition.
J. Medical Syst.
42 (8) (2018)
Haohan Zhang
,
Chunlei Tang
,
Joseph M. Plasek
,
Yun Xiong
,
Jing Ma
,
Li Zhou
,
David W. Bates
RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients.
AMIA
(2018)
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
A value set for documenting adverse reactions in electronic health records.
J. Am. Medical Informatics Assoc.
25 (6) (2018)
Wasim Al Assad
,
Maxim Topaz
,
John Tu
,
Li Zhou
The application of machine learning to evaluate the adequacy of information in radiology orders.
BIBM
(2017)
Chunlei Tang
,
Haohan Zhang
,
Kenneth H. Lai
,
Yuxuan She
,
Yun Xiong
,
Li Zhou
Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map.
BIBM
(2017)
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
Towards improved drug allergy alerts: Multidisciplinary expert recommendations.
Int. J. Medical Informatics
97 (2017)
Li Zhou
,
Joseph M. Plasek
,
Ronen Rozenblum
,
David W. Bates
,
Chunlei Tang
Comment Topic Evolution on a Cancer Institution's Facebook Page.
Appl. Clin. Inform.
8 (03) (2017)
Kenneth H. Lai
,
Suzanne V. Blackley
,
Li Zhou
Using mutual information clustering to discover food allergen cross-reactivity.
BIBM
(2017)
Foster R. Goss
,
Li Zhou
,
Scott G. Weiner
Incidence of speech recognition errors in the emergency department.
Int. J. Medical Informatics
93 (2016)
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
Food entries in a large allergy data repository.
J. Am. Medical Informatics Assoc.
23 (e1) (2016)
Li Zhou
,
Warren W. Acker
,
Adam B. Landman
,
Evgeni Kontrient
,
Raymond Doan
,
Suzanne V. Blackley
,
David Mack
,
David W. Bates
,
Foster R. Goss
An Error Analysis of Dictated Clinical Documents at Different Processing Stages.
AMIA
(2016)
Guang-Jun Yu
,
Wenbin Cui
,
Li Zhou
,
David W. Bates
,
Jianlei Gu
,
Hui Lu
Implementation of a city-wide Health Information Exchange solution in the largest metropolitan region in China.
BIBM
(2016)
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
Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience.
J. Am. Medical Informatics Assoc.
23 (3) (2016)
Maxim Topaz
,
Diane L. Seger
,
Kenneth H. Lai
,
Paige G. Wickner
,
Foster R. Goss
,
Neil Dhopeshwarkar
,
Frank Y. Chang
,
David W. Bates
,
Li Zhou
High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future.
MedInfo
(2015)
Kenneth H. Lai
,
Maxim Topaz
,
Foster R. Goss
,
Li Zhou
Automated misspelling detection and correction in clinical free-text records.
J. Biomed. Informatics
55 (2015)
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
Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience.
AMIA
(2015)
Ting Shu
,
Haiyi Liu
,
Foster R. Goss
,
Wei Yang
,
Li Zhou
,
David W. Bates
,
Ming-Hui Liang
EHR adoption across China's tertiary hospitals: A cross-sectional observational study.
Int. J. Medical Informatics
83 (2) (2014)
Li Zhou
,
Anastasiya Shakurova
,
Lipika Samal
,
Qoua L. Her
,
Frank Y. Chang
,
David W. Bates
Integration of an NLP-based Application to Support Medication Management.
AMIA
(2013)
Li Zhou
,
Lisa M. Mahoney
,
Anastasiya Shakurova
,
Foster R. Goss
,
Frank Y. Chang
,
David W. Bates
,
Roberto A. Rocha
How Many Medications are Entered through Free-text in EHRs? - A Study on Hypoglycemic Agents.
AMIA
(2012)
Li Zhou
,
Christine S. Soran
,
Chelsea A. Jenter
,
Lynn A. Volk
,
E. John Orav
,
David W. Bates
,
Steven R. Simon
Research Paper: The Relationship between Electronic Health Record Use and Quality of Care over Time.
J. Am. Medical Informatics Assoc.
16 (4) (2009)
Elizabeth S. Chen
,
Li Zhou
,
Vipul Kashyap
,
Molly Schaeffer
,
Patricia C. Dykes
,
Howard S. Goldberg
Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations.
AMIA
(2008)