Genevieve Melton-Meaux

University of Minnesota

United States

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Articles (19)

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2024

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2024

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2021

Collaborators (16)

Christopher Tignanelli

University of Minnesota

UNITED STATES

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Michael J Becich

University of Pittsburgh School of Medicine

UNITED STATES

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Danni Li

University of Minnesota

UNITED STATES

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Ju Sun

University of Minnesota

UNITED STATES

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Thomas R Campion

Weill Cornell Medical College

UNITED STATES

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Karandeep Singh

Assistant Professor

University of Michigan

UNITED STATES

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Christopher Staley

University of Minnesota

UNITED STATES

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Christopher A. Harle

UNITED STATES

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Christopher Streib

University of Minnesota

UNITED STATES

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Cyrus Jahansouz

University of Minnesota

UNITED STATES

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Christoph Lehmann

Director, Clinical Informatics Center; Professor

University of Texas Southwestern Medical Center

UNITED STATES

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Philip Payne

Janet and Bernard Becker Professor and Director

Washington University in St. Louis

UNITED STATES

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Shalini Kulasingam

University of Minnesota

UNITED STATES

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Maya Peters

University of Minnesota

UNITED STATES

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Bill Tierney

Associate Dean for Population Health & Health Outcomes

Indiana University Richard M Fairbanks School of Public Health

UNITED STATES

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Nicholas Ingraham

University of Minnesota

UNITED STATES

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Genevieve Melton-Meaux

Research Interests

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Articles (19)

Meeting the Artificial Intelligence Needs of U.S. Health Systems

Implementing Telestroke in the Inpatient Setting: Identifying Factors for Success

Evaluation of a Clinical Decision Support Tool to Guide Adoption of the American Heart Association Telemetry Monitoring Practice Standards

Large Language Model-Based Chatbot vs Surgeon-Generated Informed Consent Documentation for Common Procedures.

Development and implementation of an interoperability tool across state public health agency's disease surveillance and immunization information systems.

Validation of a Proprietary Deterioration Index Model and Performance in Hospitalized Adults

A novel, evidence-based, comprehensive clinical decision support system improves outcomes for patients with traumatic rib fractures.

Crowdsourcing Electronic Health Record Improvements at Scale across an Integrated Health Care Delivery System.

A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate decision making for patients with suspected COVID-19

A pilot study demonstrating the impact of surgical bowel preparation on intestinal microbiota composition following colon and rectal surgery

Do electronic health record systems “dumb down” clinicians?

Test Performance of Cervical Cytology Among Adults With vs Without Human Papillomavirus Vaccination

Barriers to and Facilitators for Acceptance of Comprehensive Clinical Decision Support System-Driven Care Maps for Patients With Thoracic Trauma: Interview Study Among Health Care Providers and Nurses.

Research data warehouse best practices: catalyzing national data sharing through informatics innovation

Patient Heterogeneity and the J-Curve Relationship between Time-to-Antibiotics and the Outcomes of Patients Admitted with Bacterial Infection∗

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals

A fast, resource efficient, and reliable rule-based system for COVID-19 symptom identification

Applying Machine Learning Across Sites: External Validation of a Surgical Site Infection Detection Algorithm

Building the evidence-base to reduce electronic health record-related clinician burden

Collaborators (16)

Christopher Tignanelli

Michael J Becich

Danni Li

Ju Sun

Thomas R Campion

Karandeep Singh

Christopher Staley

Christopher A. Harle

Christopher Streib

Cyrus Jahansouz

Christoph Lehmann

Philip Payne

Shalini Kulasingam

Maya Peters

Bill Tierney

Nicholas Ingraham

Make your next move.