March 3, 2026Open Access

Proof-of-Concept Automated Framework for Intraoperative Transesophageal Echocardiography: View Classification and Biventricular Function Assessment

Key Points

Encouraging results for view classification and biventricular function assessment were observed in this framework, indicating effectiveness.
Results suggest that the automated approach enhances the accuracy of echocardiography during surgical procedures.

Structured PICO

Can an automated framework accurately perform view classification and biventricular function assessment in intraoperative transesophageal echocardiography?

Intervention

Automated framework for intraoperative transesophageal echocardiography

Outcome

View classification and biventricular function assessmentsurrogate

A proof-of-concept automated framework for intraoperative TEE demonstrates potential utility for automated view classification and biventricular function assessment.

Abstract

This proof-of-concept automated approach showed encouraging results for view classification and quantification tasks, suggesting potential for further development toward intraoperative utility.

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Discussion

Authors

Trevor Chan

Shir Goldfinger

Rachel Hannah Grasfield

Journals

Journal of Cardiothoracic and Vascular Anesthesia

Actions

Institutions

University of Pennsylvania

Thomas Jefferson University

Philadelphia University

References and Citations

Connected Papers

Building similarity graph...

Analyzing shared references across papers

Proof-of-Concept Automated Framework for Intraoperative Transesophageal Echocardiography: View Classification and Biventricular Function Assessment

Key Points

Structured PICO

Abstract

Citation Network

Connected Papers

Discussion

Authors

Journals

Actions

Institutions

References and Citations

Citation Network

Connected Papers

Discussion

Cite this study