Thomas Kannampallil

Associate Professor & Assoc. Chief Research Information Officer

Washington University in St. Louis

United States

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Articles (16)

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2024

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2022

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2022

Collaborators (12)

Ben Gerber

Professor and Director, Health Informatics and Implementation Science

University of Massachusetts Chan Medical School

UNITED STATES

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Nate C Apathy

University of Pennsylvania

UNITED STATES

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Simon Haroutounian

Associate Professor

Washington University in Saint Louis School of Medicine

UNITED STATES

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Adam Dziorny

University of Rochester School of Medicine and Dentistry

UNITED STATES

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Sunny Lou

Assistant Professor

Washington University in St. Louis

UNITED STATES

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Olusola Ajilore

Professor

University of Chicago

UNITED STATES

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Ahmed Sameh Said

Assistant Professor

Washington University in Saint Louis School of Medicine

UNITED STATES

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Joshua M Smyth

Pennsylvania State University

UNITED STATES

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Troy Wildes

Professor

University of Nebraska Medical Center

UNITED STATES

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Seunghwan Kim

Washington University in St. Louis

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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Neel Shah

Assistant Professor

Washington University in St. Louis

UNITED STATES

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Thomas Kannampallil

Research Interests

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Articles (16)

Guidance for reporting analyses of metadata on electronic health record use

Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences

HiMAL: Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting Alzheimer’s disease progression

Implementation and prospective performance evaluation of an intraoperative duration prediction model using high throughput real-time data

Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients

Measuring the cognitive effort associated with task switching in routine EHR-based tasks

Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach

Association Between User Interaction and Treatment Response of a Voice-Based Coach for Treating Depression and Anxiety: Secondary Analysis of a Pilot Randomized Controlled Trial

Characterizing the Patterns of Electronic Health Record–Integrated Secure Messaging Use: Cross-Sectional Study

Effect of acute postsurgical pain trajectories on 30-day and 1-year pain.

Design and Formative Evaluation of a Virtual Voice-Based Coach for Problem-solving Treatment: Observational Study

Using electronic health record audit log data for research: insights from early efforts

An ethnographic study on the impact of a novel telemedicine-based support system in the operating room

Effect of clinician attention switching on workload and wrong-patient errors

Temporal Associations Between EHR-Derived Workload, Burnout, and Errors: a Prospective Cohort Study

Effects of Persistent Exposure to COVID-19 on Mental Health Outcomes Among Trainees: a Longitudinal Survey Study

Collaborators (12)

Ben Gerber

Nate C Apathy

Simon Haroutounian

Adam Dziorny

Sunny Lou

Olusola Ajilore

Ahmed Sameh Said

Joshua M Smyth

Troy Wildes

Seunghwan Kim

Philip Payne

Neel Shah

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