Kai Zheng

Affiliations:
  • University of California, Irvine, Department of Informatics, CA, USA
  • University of Michigan, Ann Arbor, MI, USA


According to our database1, Kai Zheng authored at least 115 papers between 2004 and 2024.

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Bibliography

2024
Environment Scan of Generative AI Infrastructure for Clinical and Translational Science.
CoRR, 2024

An Interactive Web Application for School-Based Physical Fitness Testing in California: Geospatial Analysis and Custom Mapping.
CoRR, 2024

Investigating the effects of housing instability on depression, anxiety, and mental health treatment in childhood and adolescence.
CoRR, 2024

2023
"Mm-hm," "Uh-uh": are non-lexical conversational sounds deal breakers for the ambient clinical documentation technology?
J. Am. Medical Informatics Assoc., March, 2023

Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions.
J. Am. Medical Informatics Assoc., 2023

Perspectives on Privacy in the Post-Roe Era: A Mixed-Methods of Machine Learning and Qualitative Analyses of Tweets.
CoRR, 2023

Assessing ChatGPT for Text Summarization, Simplification and Extraction Tasks.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022
"What is Your Envisioned Future?": Toward Human-AI Enrichment in Data Work of Asthma Care.
Proc. ACM Hum. Comput. Interact., 2022

Unpacking the Use of Laboratory Test Results in an Online Health Community throughout the Medical Care Trajectory.
Proc. ACM Hum. Comput. Interact., 2022

They May Not Work! An evaluation of eleven sentiment analysis tools on seven social media datasets.
J. Biomed. Informatics, 2022

Principles for Designing and Developing a Workflow Monitoring Tool to Enable and Enhance Clinical Workflow Automation.
Appl. Clin. Inform., 2022

Automatic speech recognition performance for digital scribes: a performance comparison between general-purpose and specialized models tuned for patient-clinician conversations.
Proceedings of the AMIA 2022, 2022

Investigating the Interoperable Health App Ecosystem at the Start of the 21st Century Cures Act.
Proceedings of the AMIA 2022, 2022

Public Opinions toward COVID-19 Vaccine Mandates: A Machine Learning-based Analysis of U.S. Tweets.
Proceedings of the AMIA 2022, 2022

2021
Privacy paradox in mHealth applications: An integrated elaboration likelihood model incorporating privacy calculus and privacy fatigue.
Telematics Informatics, 2021

Beyond self-reflection: introducing the concept of rumination in personal informatics.
Pers. Ubiquitous Comput., 2021

Corrigendum to: Feeling better on hemodialysis: user-centered design requirements for promotingpatient involvement in the prevention of treatmentcomplications.
J. Am. Medical Informatics Assoc., 2021

Feeling better on hemodialysis: user-centered design requirements for promoting patient involvement in the prevention of treatment complications.
J. Am. Medical Informatics Assoc., 2021

An interview study with medical scribes on how their work may alleviate clinician burnout through delegated health IT tasks.
J. Am. Medical Informatics Assoc., 2021

Health information technology and clinician burnout: Current understanding, emerging solutions, and future directions.
J. Am. Medical Informatics Assoc., 2021

Privacy-protecting, reliable response data discovery using COVID-19 patient observations.
J. Am. Medical Informatics Assoc., 2021

Developing a standardized protocol for computational sentiment analysis research using health-related social media data.
J. Am. Medical Informatics Assoc., 2021

Why do people oppose mask wearing? A comprehensive analysis of U.S. tweets during the COVID-19 pandemic.
J. Am. Medical Informatics Assoc., 2021

Are Smartphone-based Interconnected Personal Health Records Achieving Their Promise?
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
How does medical scribes' work inform development of speech-based clinical documentation technologies? A systematic review.
J. Am. Medical Informatics Assoc., 2020

Analyzing Description, User Understanding and Expectations of AI in Mobile Health Applications.
Proceedings of the AMIA 2020, 2020

What Do Patients and Caregivers Want? A Systematic Review of User Suggestions to Improve Patient Portals.
Proceedings of the AMIA 2020, 2020

What Do Patients Care About? Mining Fine-grained Patient Concerns from Online Physician Reviews Through Computer-Assisted Multi-level Qualitative Analysis.
Proceedings of the AMIA 2020, 2020

2019
Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review.
J. Am. Medical Informatics Assoc., 2019

Home-based technologies for stroke rehabilitation: A systematic review.
Int. J. Medical Informatics, 2019

The Strength of the Weakest Supervision: Topic Classification Using Class Labels.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Characterizing Frequent Flyers of an Emergency Department Using Cluster Analysis.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Understanding U.S. Adults' Zika Virus Risk Perceptions and Mitigation Behaviors to Improve Technology-Supported Risk Communication.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

How Do General-Purpose Sentiment Analyzers Perform when Applied to Health-Related Online Social Media Data?
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

How Do Healthcare Professionals Personalize Their Software? A Pilot Exploration Based on an Electronic Health Records Search Engine.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Do Recovery Apps Even Exist?: Why College Women with Eating Disorders Use (But Not Recommend) Diet and Fitness Apps Over Recovery Apps.
Proceedings of the Information in Contemporary Society - 14th International Conference, 2019

Development of a Checklist for the Prevention of Intradialytic Hypotension in Hemodialysis Care: Design Considerations Based on Activity Theory.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

Migrating from One Comprehensive Commercial EHR to Another: Perceptions of Front-line Clinicians and Staff.
Proceedings of the AMIA 2019, 2019

2018
Professional Medical Advice at your Fingertips: An empirical study of an online "Ask the Doctor" platform.
Proc. ACM Hum. Comput. Interact., 2018

Interactive medical word sense disambiguation through informed learning.
J. Am. Medical Informatics Assoc., 2018

Introduction to the Minitrack on Health Technologies that Interface Patients and Providers.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

The Use of General Health Apps Among Users with Specific Conditions: Why College Women with Disordered Eating Adopt Food Diary Apps.
Proceedings of the AMIA 2018, 2018

Recovery in My Lens: A Study on Stroke Vlogs.
Proceedings of the AMIA 2018, 2018

2017
Self-Tracking for Fertility Care: Collaborative Support for a Highly Personalized Problem.
Proc. ACM Hum. Comput. Interact., 2017

Development and empirical user-centered evaluation of semantically-based query recommendation for an electronic health record search engine.
J. Biomed. Informatics, 2017

Developing an evidence base of best practices for integrating computerized systems into the exam room: a systematic review.
J. Am. Medical Informatics Assoc., 2017

Two-year longitudinal assessment of physicians' perceptions after replacement of a longstanding homegrown electronic health record: does a J-curve of satisfaction really exist?
J. Am. Medical Informatics Assoc., 2017

End-to-end Learning for Short Text Expansion.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Using EHR audit trail logs to analyze clinical workflow: A case study from community-based ambulatory clinics.
Proceedings of the AMIA 2017, 2017

Matching Consumer Health Vocabulary with Professional Medical Terms Through Concept Embedding.
Proceedings of the AMIA 2017, 2017

Interactive Medical Word Sense Disambiguation with Instance and Feature Labeling.
Proceedings of the AMIA 2017, 2017

Understanding Patient Questions about their Medical Records in an Online Health Forum: Opportunity for Patient Portal Design.
Proceedings of the AMIA 2017, 2017

Thinking Together: Modeling Clinical Decision-Support as a Sociotechnical System.
Proceedings of the AMIA 2017, 2017

Understanding the Patterns of Health Information Dissemination on Social Media during the Zika Outbreak.
Proceedings of the AMIA 2017, 2017

Routine self-tracking of health: reasons, facilitating factors, and the potential impact on health management practices.
Proceedings of the AMIA 2017, 2017

Mobile apps for mood tracking: an analysis of features and user reviews.
Proceedings of the AMIA 2017, 2017

2016
Strategizing EHR use to achieve patient-centered care in exam rooms: a qualitative study on primary care providers.
J. Am. Medical Informatics Assoc., 2016

Assessing the readability of ClinicalTrials.gov.
J. Am. Medical Informatics Assoc., 2016

The evolution of medical informatics in China: A retrospective study and lessons learned.
Int. J. Medical Informatics, 2016

Evaluation of a proximity card authentication system for health care settings.
Int. J. Medical Informatics, 2016

A Two-Year Longitudinal Assessment of Ophthalmologists' Perceptions after Implementing an Electronic Health Record System.
Appl. Clin. Inform., 2016

Clinical Word Sense Disambiguation with Interactive Search and Classification.
Proceedings of the AMIA 2016, 2016

Analysis of Human Interactive Behavior for Improving Health IT Usability and Minimizing Patient Safety Risks.
Proceedings of the AMIA 2016, 2016

2015
Ease of adoption of clinical natural language processing software: An evaluation of five systems.
J. Biomed. Informatics, 2015

Supporting information retrieval from electronic health records: A report of University of Michigan's nine-year experience in developing and using the Electronic Medical Record Search Engine (EMERSE).
J. Biomed. Informatics, 2015

Paper versus EHR: simplistic comparisons may not capture current reality.
J. Am. Medical Informatics Assoc., 2015


Visualizing Clinical Workflow using Time and Motion Data.
Proceedings of the AMIA 2015, 2015

Identifying Patterns Indicative of Copying/Pasting Behavior in Patient Generated Online Content.
Proceedings of the AMIA 2015, 2015

Caveats of Using Social Media Data for Medical Research: A Report from a Study on Eye-Related Symptoms in Tweets.
Proceedings of the AMIA 2015, 2015


2014
Applying MetaMap to Medline for identifying novel associations in a large clinical dataset: a feasibility analysis.
J. Am. Medical Informatics Assoc., 2014

Patient-initiated electronic health record amendment requests.
J. Am. Medical Informatics Assoc., 2014

Characteristics of health IT outage and suggested risk management strategies: An analysis of historical incident reports in China.
Int. J. Medical Informatics, 2014

Modeling the longitudinality of user acceptance of technology with an evidence-adaptive clinical decision support system.
Decis. Support Syst., 2014

User-Created Groups in Health Forums: What Makes Them Special?
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Implementation of a Computer-Based Documentation System Improves Workflow Efficiency: A Case Report.
Proceedings of the AMIA 2014, 2014

Mining Consumer Health Vocabulary from Community-Generated Text.
Proceedings of the AMIA 2014, 2014

2013
Chart biopsy: an emerging medical practice enabled by electronic health records and its impacts on emergency department-inpatient admission handoffs.
J. Am. Medical Informatics Assoc., 2013

Applying active learning to supervised word sense disambiguation in MEDLINE.
J. Am. Medical Informatics Assoc., 2013

Bootstrapping a de-identification system for narrative patient records: Cost-performance tradeoffs.
Int. J. Medical Informatics, 2013

Analyzing Differences between Chinese and English Clinical Text: A Cross-Institution Comparison of Discharge Summaries in Two Languages.
Proceedings of the MEDINFO 2013, 2013

Applying Multiple Methods to Assess the Readability of a Large Corpus of Medical Documents.
Proceedings of the MEDINFO 2013, 2013

Preparing for Informatics Careers and Trends in the Age of Meaningful Use.
Proceedings of the AMIA 2013, 2013

Ten Types of Clinician Questions: A Study of CPOE Helpdesk Phone Logs.
Proceedings of the AMIA 2013, 2013

Location Bias of Identifiers in Clinical Narratives.
Proceedings of the AMIA 2013, 2013

How First Responders Use Decision-Support Tools during Chemical Emergencies: The Nexus of Culture, Context, and Cognition.
Proceedings of the AMIA 2013, 2013

2012
Clinical documentation: composition or synthesis?
J. Am. Medical Informatics Assoc., 2012

Cooperative documentation: the patient problem list as a nexus in electronic health records.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012

Hedging their Mets: The Use of Uncertainty Terms in Clinical Documents and its Potential Implications when Sharing the Documents with Patients.
Proceedings of the AMIA 2012, 2012

Challenges and Opportunities in Consumer Health Informatics for Older Adults: Interdisciplinary Viewpoints.
Proceedings of the AMIA 2012, 2012

2011
Integrating an internet-mediated walking program into family medicine clinical practice: a pilot feasibility study.
BMC Medical Informatics Decis. Mak., 2011

Collaborative search in electronic health records.
J. Am. Medical Informatics Assoc., 2011

Handling anticipated exceptions in clinical care: investigating clinician use of 'exit strategies' in an electronic health records system.
J. Am. Medical Informatics Assoc., 2011

Using the time and motion method to study clinical work processes and workflow: methodological inconsistencies and a call for standardized research.
J. Am. Medical Informatics Assoc., 2011

Development and validation of a survey instrument for assessing prescribers' perception of computerized drug-drug interaction alerts.
J. Am. Medical Informatics Assoc., 2011

A partnership model for implementing electronic health records in resource-limited primary care settings: experiences from two nurse-managed health centers.
J. Am. Medical Informatics Assoc., 2011

CPOE workarounds, boundary objects, and assemblages.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

Designing for whole systems and services in healthcare.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Social networks and physician adoption of electronic health records: insights from an empirical study.
J. Am. Medical Informatics Assoc., 2010

Quantifying the impact of health IT implementations on clinical workflow: a new methodological perspective.
J. Am. Medical Informatics Assoc., 2010

Computerization and information assembling process: nursing work and CPOE adoption.
Proceedings of the ACM International Health Informatics Symposium, 2010

Using electronic health record systems in diabetes care: emerging practices.
Proceedings of the ACM International Health Informatics Symposium, 2010

Institutional Infrastructure to Support Translational Research.
Proceedings of the Sixth International Conference on e-Science, 2010

Doctors and psychosocial information: records and reuse in inpatient care.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

Routines that ease the pain: The information world of a dialysis clinic.
Proceedings of the Navigating Streams in an Information Ecosystem, 2010

2009
Assessing Organisational Readiness for Adopting an Electronic Health Record Systems. A Case Study in Ambulatory Practices.
J. Decis. Syst., 2009

Research Article: An Interface-driven Analysis of User Interactions with an Electronic Health Records System.
J. Am. Medical Informatics Assoc., 2009

Usable deidentification of sensitive patient care data.
Proceedings of the 5th Symposium on Usable Privacy and Security, 2009

<i>I just don't know why it's gone</i>: maintaining informal information use in inpatient care.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

Quantifying Temporal Documentation Patterns in Clinician Use of AHLTA - the DoD's Ambulatory Electronic Health Record.
Proceedings of the AMIA 2009, 2009

2007
Evaluation of Healthcare IT Applications: The User Acceptance Perspective.
Proceedings of the Advanced Computational Intelligence Paradigms in Healthcare - 2, 2007

User Interface Optimization for an Electronic Medical Record System.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

2005
Understanding technology adoption in clinical care: Clinician adoption behavior of a point-of-care reminder system.
Int. J. Medical Informatics, 2005

2004
An Adoption Study of a Clinical Reminder System in Ambulatory Care Using A Developmental Trajectory Approach.
Proceedings of the MEDINFO 2004, 2004


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