Allison B. McCoy

Orcid: 0000-0003-2292-9147

According to our database1, Allison B. McCoy authored at least 88 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Using large language model to guide patients to create efficient and comprehensive clinical care message.
J. Am. Medical Informatics Assoc., 2024

Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support.
J. Am. Medical Informatics Assoc., 2024

Leveraging large language models for generating responses to patient messages - a subjective analysis.
J. Am. Medical Informatics Assoc., 2024

Leveraging explainable artificial intelligence to optimize clinical decision support.
J. Am. Medical Informatics Assoc., 2024

2023
POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data.
Appl. Clin. Inform., October, 2023

Clickbusters letter response.
J. Am. Medical Informatics Assoc., September, 2023

Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record.
Int. J. Medical Informatics, September, 2023

Using AI-generated suggestions from ChatGPT to optimize clinical decision support.
J. Am. Medical Informatics Assoc., June, 2023

Refining Clinical Phenotypes to Improve Clinical Decision Support and Reduce Alert Fatigue: A Feasibility Study.
Appl. Clin. Inform., May, 2023

2022
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials.
J. Am. Medical Informatics Assoc., 2022

Clinician collaboration to improve clinical decision support: the Clickbusters initiative.
J. Am. Medical Informatics Assoc., 2022

New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record.
J. Am. Medical Informatics Assoc., 2022

Real-Time User Feedback to Support Clinical Decision Support System Improvement.
Appl. Clin. Inform., 2022

Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts.
Appl. Clin. Inform., 2022

Evaluation of Breast Cancer Screening Order Completion.
Proceedings of the AMIA 2022, 2022

Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon.
Proceedings of the AMIA 2022, 2022

Pressure Injury Prevention: A Focused Care Approach Using Predictive Analytics.
Proceedings of the AMIA 2022, 2022

Building and Monitoring an EHR Workflow Embedded Randomized Trial: The ACORN Trial for Antibiotic Choice in Acutely Ill Patients.
Proceedings of the AMIA 2022, 2022

Creation of an Operational Dashboard Facilitates Implementation of 4M's into Primary Care.
Proceedings of the AMIA 2022, 2022

Catastrophic Disaster Stories: Tales of CDS Gone Wrong and Lessons Learned.
Proceedings of the AMIA 2022, 2022

A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium.
Proceedings of the AMIA 2022, 2022

Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record.
Proceedings of the AMIA 2022, 2022

Lessons Learned from Implementing Clinical Decision Support for Neonatal Ventilation.
Proceedings of the AMIA 2022, 2022

Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19.
Proceedings of the AMIA 2022, 2022

Incomplete Smoking History Data Leads to Unknown Lung Cancer Screening Eligibility Status, and a Potential Solution.
Proceedings of the AMIA 2022, 2022

Quality Versus Quantity: Assessing the Impact of Nursing Documentation on Preventing Hospital Acquired Pressure Injuries.
Proceedings of the AMIA 2022, 2022

The Impact of Geoeconomics and Health Literacy on Telehealth Success.
Proceedings of the AMIA 2022, 2022

Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients.
Proceedings of the AMIA 2022, 2022

A Real-time Model for Neonatal Provider Workload Measurement.
Proceedings of the AMIA 2022, 2022

2021
Clinical data sharing improves quality measurement and patient safety.
J. Am. Medical Informatics Assoc., 2021

Making the case for workforce diversity in biomedical informatics to help achieve equity-centered care: a look at the AMIA First Look Program.
J. Am. Medical Informatics Assoc., 2021

Algorithmic Detection of Boolean Logic Errors in Clinical Decision Support Statements.
Appl. Clin. Inform., 2021

Improving Clinical Decision Support by Empowering Users: The Clickbusters Program.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk Prediction.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Predictive Model for Inpatient Mortality.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Approaches to Clinical Decision Support Alert Evaluation and Optimization.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Electronic Health Record-Based Risk Stratification for Recurrence of Kidney Stones: A Feasibility Implementation.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Developing an Academic-Industry Internship to Train Next-Generation Biomedical Informaticians.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Effect of a Clinical Decision Support Alert Encouraging Prescribing of Naloxone for Patients at High Risk of Opioid Overdose.
Proceedings of the AMIA 2020, 2020

Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric Pneumonia.
Proceedings of the AMIA 2020, 2020

Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney Disease.
Proceedings of the AMIA 2020, 2020

Introducing Undergraduate Women to Biomedical Informatics through the AMIA First Look Program.
Proceedings of the AMIA 2020, 2020

Data-Driven Approaches for Improving Clinical Decision Support Across Multiple Healthcare Organizations.
Proceedings of the AMIA 2020, 2020

Diffusion of a Health Information Exchange Tool Across an Academic Medical Center.
Proceedings of the AMIA 2020, 2020

2019
Structured override reasons for drug-drug interaction alerts in electronic health records.
J. Am. Medical Informatics Assoc., 2019

Using Electronic Health Records to Identify Adverse Drug Events in Ambulatory Care: A Systematic Review.
Appl. Clin. Inform., 2019

Multi-Institutional, Large-Scale, International Applied Clinical Informatics Research Through the Clinical Informatics Research Collaborative (CIRCLE).
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper.
Proceedings of the AMIA 2019, 2019

2018
Implementing electronic health records (EHRs): health care provider perceptions before and after transition from a local basic EHR to a commercial comprehensive EHR.
J. Am. Medical Informatics Assoc., 2018

Best practices for preventing malfunctions in rule-based clinical decision support alerts and reminders: Results of a Delphi study.
Int. J. Medical Informatics, 2018

Using Clinical Data Standards to Measure Quality: A New Approach.
Appl. Clin. Inform., 2018

A Framework of Key Domains and EHR-Based Measures of Care Coordination in an Accountable Care Organization.
Proceedings of the AMIA 2018, 2018

Implementing EHR-Based Measures of Care Coordination in an Accountable Care Organization.
Proceedings of the AMIA 2018, 2018

Making Electronic Health Records Safer: Practical Strategies for Evaluation and Improvement.
Proceedings of the AMIA 2018, 2018

2017
Variation in high-priority drug-drug interaction alerts across institutions and electronic health records.
J. Am. Medical Informatics Assoc., 2017

Effects of Clinical Decision Support Implementation on Clinical Guideline Compliance.
Proceedings of the AMIA 2017, 2017

Electronic Health Record Safety: Identifying Measures for Clinical Decision Support Quality.
Proceedings of the AMIA 2017, 2017

Turning Off Medication Alerts to Reduce Clinical Decision Support Overrides.
Proceedings of the AMIA 2017, 2017

2016
An Analysis of the Utility of Coded Override Reasons for Drug-Drug Interaction Alerts at Eleven Sites.
Proceedings of the AMIA 2016, 2016

Who Watches the Watchers: tools and practices for monitoring and measuring CDS performance and assessing CDS effectiveness and value.
Proceedings of the AMIA 2016, 2016

2015
The use of sequential pattern mining to predict next prescribed medications.
J. Biomed. Informatics, 2015

Cross-vendor evaluation of key user-defined clinical decision support capabilities: a scenario-based assessment of certified electronic health records with guidelines for future development.
J. Am. Medical Informatics Assoc., 2015

Problem list completeness in electronic health records: A multi-site study and assessment of success factors.
Int. J. Medical Informatics, 2015

Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Evaluating Efficient Clinician Utilization of Electronic Health Records.
Proceedings of the AMIA 2015, 2015

Clinician Evaluation of Clinical Decision Support Alert and Response Appropriateness.
Proceedings of the AMIA 2015, 2015

Developing InSPECt: An Interactive Surveillance Portal for Evaluating Clinical Decision Support.
Proceedings of the AMIA 2015, 2015

Data Quality in Clinical Data Research Networks (CDRNs).
Proceedings of the AMIA 2015, 2015

2014
Development of a clinician reputation metric to identify appropriate problem-medication pairs in a crowdsourced knowledge base.
J. Biomed. Informatics, 2014

A benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation.
J. Am. Medical Informatics Assoc., 2014

Development of a Unified Computable Problem-Medication Knowledge base.
Proceedings of the AMIA 2014, 2014

Using REDCap to Evaluate Clinical Decision Support Alert Appropriateness.
Proceedings of the AMIA 2014, 2014

2013
Use of a support vector machine for categorizing free-text notes: assessment of accuracy across two institutions.
J. Am. Medical Informatics Assoc., 2013

Reducing patient re-identification risk for laboratory results within research datasets.
J. Am. Medical Informatics Assoc., 2013

Comparison of Clinical Knowledge Bases for Summarization of Electronic Health Records.
Proceedings of the MEDINFO 2013, 2013

Cross-Vendor Evaluation of Key Clinical Decision Support Capabilities: A Preliminary Assessment.
Proceedings of the AMIA 2013, 2013

Comparative Analysis of Association Rule Mining, Crowdsourcing, and NDF-RT Knowledge Bases for Problem-Medication Pair Generation.
Proceedings of the AMIA 2013, 2013

Improving Lab Order, Verification, and Follow-Up Processes at UT Physicians.
Proceedings of the AMIA 2013, 2013

Optimized Dual Threshold Entity Resolution For Electronic Health Record Databases - Training Set Size And Active Learning.
Proceedings of the AMIA 2013, 2013

Reflective Random Indexing to Develop a Medication-Problem Knowledge Base.
Proceedings of the AMIA 2013, 2013

Evaluation of Clinical Decision Support Alerts for Medications Contraindicated in Cancer Patients.
Proceedings of the AMIA 2013, 2013

2012
Focus on health information technology, electronic health records and their financial impact: A framework for evaluating the appropriateness of clinical decision support alerts and responses.
J. Am. Medical Informatics Assoc., 2012

Development and evaluation of a crowdsourcing methodology for knowledge base construction: identifying relationships between clinical problems and medications.
J. Am. Medical Informatics Assoc., 2012

Comparison of Association Rule Mining and Crowdsourcing for Automated Generation of a Problem-Medication Knowledge Base.
Proceedings of the 2012 IEEE Second International Conference on Healthcare Informatics, 2012

Reducing Cognitive Load: Exploring Knowledge Model-driven Clinical Information Displays.
Proceedings of the AMIA 2012, 2012

Effectiveness of Bar Coded Medication Alerts for Elevated Potassium.
Proceedings of the AMIA 2012, 2012

Use of the Crowdsourcing Methodology to Generate a Problem-Laboratory Test Knowledge Base.
Proceedings of the AMIA 2012, 2012

The Medical App Store, Research Data Repositories, and Physician Cognitive Overload: Uniting Three Large, Multisite Grants for Health Care Transformation.
Proceedings of the AMIA 2012, 2012


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