Echocardiogram Vector Embeddings Via R3D Transformer for the Advancement of Automated Echocardiography

Echocardiogram Vector Embeddings Via R3D Transformer for the Advancement of Automated Echocardiography

BACKGROUND: Ejection fraction (EF) estimation informs patient plans in the ICU, and low EF can indicate ventricular systolic dysfunction, which increases the risk of adverse events including heart failure. Automated echocardiography models are an attractive solution for high-variance human EF estima...

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Bibliographic Details
Main Authors: Chung, Daniel J, Lee, Somin Mindy, Kaker, Vasu, Zhao, Yongyi, Bin, Irbaz, Perera, Sudheesha, Sasankan, Prabhu, Tang, George, Kazzi, Brigitte, Kuo, Po-Chih, Celi, Leo A, Kpodonu, Jacques
Other Authors: Sloan School of Management
Format: Article
Language:English
Published: Elsevier BV 2025
Online Access:https://hdl.handle.net/1721.1/158123

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https://hdl.handle.net/1721.1/158123

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