The Development of the Simulation Curriculum and AI-incorporated Assessment Tool for Transesophageal Echocardiography

September 16, 2025 updated by: National Taiwan University Hospital

The Development of the Simulation Curriculum and Artificial Intelligence-incorporated Assessment Tools for Transesophageal Echocardiography in Patients With Cardiac Arrest

This study aims to establish a novel transesophageal echocardiography (TEE) simulation curriculum based on previous research results and suggestions from the American College of Emergency Physicians. To better evaluate the efficacy of the curriculum, an evaluation model utilizing artificial intelligence (AI) would be introduced. The study population is at least 60 junior physicians in the emergency department or other departments interested in TEE. After the curriculum, junior physicians could utilize TEE on cardiac arrest patients and improve diagnostic accuracy and patient outcomes.

Study Overview

Status

Recruiting

Conditions

Intervention / Treatment

Detailed Description

This study aims to establish a novel TEE simulation curriculum based on previous research results and suggestions from the American College of Emergency Physicians. To better evaluate the efficacy of the curriculum, an evaluation model utilizing artificial intelligence (AI) would be introduced. The study population is at least 60 junior physicians in the emergency department or other departments interested in TEE. After the curriculum, junior physicians could utilize TEE on cardiac arrest patients and improve diagnostic accuracy and patient outcomes.

Study Type

Observational

Enrollment (Estimated)

100

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

Yes

Sampling Method

Non-Probability Sample

Study Population

emergency physicians

Description

Inclusion Criteria:

Emergency physicians interested in TEE learning.

Exclusion Criteria:

Emergency physicians are not interested in TEE learning.

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
the efficiency of AI model
Time Frame: 6 months
the AI model to recognize the TEE views, including sensitivity, specificity, PPV, NPV
6 months
learning outcomes:immediate assessment
Time Frame: 4 hours
image acquisition and image quality using 5-point Likert scales. The range from 1 (the worst) to 5 (the best).
4 hours
learning outcomes: 3-month evaluation
Time Frame: 3 months
image acquisition and image quality using 5-point Likert scales. The range from 1 (the worst) to 5 (the best).
3 months

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

National Taiwan University Hospital

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

August 1, 2023

Primary Completion (Estimated)

December 31, 2026

Study Completion (Estimated)

December 31, 2026

Study Registration Dates

First Submitted

August 18, 2024

First Submitted That Met QC Criteria

August 21, 2024

First Posted (Actual)

August 23, 2024

Study Record Updates

Last Update Posted (Actual)

September 22, 2025

Last Update Submitted That Met QC Criteria

September 16, 2025

Last Verified

September 1, 2025

More Information

Terms related to this study

Additional Relevant MeSH Terms

Other Study ID Numbers

  • 202211107RINB

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

product manufactured in and exported from the U.S.

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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