Li Zhou
Orcid: 0000-0003-3874-4833Affiliations:
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Division of General Internal Medicine and Primary Care, Boston, MA, USA
According to our database1,
Li Zhou
authored at least 67 papers
between 2008 and 2023.
Collaborative distances:
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Bibliography
2023
A deep learning approach for transgender and gender diverse patient identification in electronic health records.
J. Biomed. Informatics, November, 2023
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding.
J. Am. Medical Informatics Assoc., February, 2023
Dynamic reaction picklist for improving allergy reaction documentation: A usability study.
Int. J. Medical Informatics, 2023
2022
Using an optimized generative model to infer the progression of complications in type 2 diabetes patients.
BMC Medical Informatics Decis. Mak., 2022
PASCLex: A comprehensive post-acute sequelae of COVID-19 (PASC) symptom lexicon derived from electronic health record clinical notes.
J. Biomed. Informatics, 2022
Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications.
J. Am. Medical Informatics Assoc., 2022
Sequential coupling of dry and wet COVID-19 screening to reduce the number of quarantined individuals.
Comput. Methods Programs Biomed., 2022
Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care.
Proceedings of the AMIA 2022, 2022
Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks.
Proceedings of the AMIA 2022, 2022
Reconciling Allergy Information for Medication Challenge Test Using Natural Language Processing.
Proceedings of the AMIA 2022, 2022
Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes.
Proceedings of the AMIA 2022, 2022
Identifying Transgender and Gender Diverse Individuals in Electronic Health Records: A Context-aware Natural Language Processing Approach.
Proceedings of the AMIA 2022, 2022
Utilization of Electronic Health Record Gender Demographic Fields: A Metadata Analysis.
Proceedings of the AMIA 2022, 2022
2021
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance.
IEEE J. Biomed. Health 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.
J. Am. Medical Informatics Assoc., 2021
Identifying nursing documentation patterns associated with patient deterioration and recovery from deterioration in critical and acute care settings.
Int. J. Medical Informatics, 2021
Identifying and Reconciling Patients' Allergy Information Within the Electronic Health Record.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Development of a Post-Acute Sequelae of COVID-19 (PASC) Symptom Lexicon Using Electronic Health Record Clinical Notes.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Development of a Drug Allergy Alert Tiering Algorithm for Penicillins and Cephalosporins.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
A dynamic reaction picklist for improving allergy reaction documentation in the electronic health record.
J. Am. Medical Informatics Assoc., 2020
Mining clinical phrases from nursing notes to discover risk factors of patient deterioration.
Int. J. Medical Informatics, 2020
Identifying nurses' concern concepts about patient deterioration using a standard nursing terminology.
Int. J. Medical Informatics, 2020
Physician use of speech recognition versus typing in clinical documentation: A controlled observational study.
Int. J. Medical Informatics, 2020
Proceedings of the AMIA 2020, 2020
Investigating Clinical Documentation of Subjective Cognitive Decline in the Electronic Health Records.
Proceedings of the AMIA 2020, 2020
Study of the Temporal Impact of Renal Transplantation on End Stage Renal Disease Using Clinical Notes with a Data-Driven Approach.
Proceedings of the AMIA 2020, 2020
Using Natural Language Processing and Machine Learning to Identify Hospitalized Patients with Opioid Use Disorder.
Proceedings of the AMIA 2020, 2020
2019
A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes.
BMC Medical Informatics Decis. Mak., 2019
Speech recognition for clinical documentation from 1990 to 2018: a systematic review.
J. Am. Medical Informatics Assoc., 2019
A clinician survey of using speech recognition for clinical documentation in the electronic health record.
Int. J. Medical Informatics, 2019
Unsupervised Machine Learning of Topics Documented by Nurses about Hospitalized Patients Prior to a Rapid-Response Event.
Appl. Clin. Inform., 2019
Visualizing Literature Review Theme Evolution on Timeline Maps: Comparison Across Disciplines.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the AMIA 2019, 2019
Proceedings of the AMIA 2019, 2019
2018
J. Medical Syst., 2018
J. Am. Medical Informatics Assoc., 2018
A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018
RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients.
Proceedings of the AMIA 2018, 2018
Disease Trajectories and End-of-Life Care for Dementias: Latent Topic Modeling and Trend Analysis Using Clinical Notes.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Int. J. Medical Informatics, 2017
Appl. Clin. Inform., 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Developing a regional classifier to track patient needs in medical literature using spiral timelines on a geographical map.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
The application of machine learning to evaluate the adequacy of information in radiology orders.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
Rising drug allergy alert overrides in electronic health records: an observational retrospective study of a decade of experience.
J. Am. Medical Informatics Assoc., 2016
J. Am. Medical Informatics Assoc., 2016
Int. J. Medical Informatics, 2016
Mining Clinicians' Electronic Documentation to Identify Heart Failure Patients with Ineffective Self-Management: A Pilot Text-Mining Study.
Proceedings of the Nursing Informatics 2016 - eHealth for All: Every Level Collaboration, 2016
Implementation of a city-wide Health Information Exchange solution in the largest metropolitan region in China.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the AMIA 2016, 2016
2015
J. Biomed. Informatics, 2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
High Override Rate for Opioid Drug-allergy Interaction Alerts: Current Trends and Recommendations for Future.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Rising Drug Allergy Alert Overrides in a Computerized Provider Order Entry System: a Decade of Experience.
Proceedings of the AMIA 2015, 2015
2014
EHR adoption across China's tertiary hospitals: A cross-sectional observational study.
Int. J. Medical Informatics, 2014
An Evaluation of a Natural Language Processing Tool for Identifying and Encoding Allergy Information in Emergency Department Clinical Notes.
Proceedings of the AMIA 2014, 2014
2013
J. Am. Medical Informatics Assoc., 2013
Proceedings of the AMIA 2013, 2013
2012
J. Biomed. Informatics, 2012
How Many Medications are Entered through Free-text in EHRs? - A Study on Hypoglycemic Agents.
Proceedings of the AMIA 2012, 2012
2009
Research Paper: The Relationship between Electronic Health Record Use and Quality of Care over Time.
J. Am. Medical Informatics Assoc., 2009
2008
Early Experiences in Evolving an Enterprise-Wide Information Model for Laboratory and Clinical Observations.
Proceedings of the AMIA 2008, 2008