Making Artificial Intelligence Lemonade Out of Data Lemons: Adaptation of a Public Apical Echo Database for Creation of a Subxiphoid Visual Estimation Automatic Ejection Fraction Machine Learning Algorithm.

Blaivas, Michael; Blaivas, Laura N; Campbell, Kendra; Thomas, Joseph; Shah, Sonia; Yadav, Kabir; Liu, Yiju Teresa

Blaivas, Michael; Blaivas, Laura N; Campbell, Kendra; Thomas, Joseph; Shah, Sonia; Yadav, Kabir; Liu, Yiju Teresa.

Afiliación

Blaivas M; Department of Medicine, University of South Carolina School of Medicine, Columbia, SC, USA.
Blaivas LN; Department of Emergency Medicine, St. Francis Hospital, Columbus, GA, USA.
Campbell K; Michigan State University, East Lansing, MI, USA.
Thomas J; Department of Emergency Medicine, Harbor-UCLA Medical Center, Torrance, CA, USA.
Shah S; Department of Cardiology, Harbor-UCLA Medical Center, Torrance, CA, USA.
Yadav K; David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.
Liu YT; Department of Cardiology, Harbor-UCLA Medical Center, Torrance, CA, USA.

J Ultrasound Med ; 41(8): 2059-2069, 2022 Aug.

Article en En | MEDLINE | ID: mdl-34820867

Asunto(s)

Inteligencia Artificial; Función Ventricular Izquierda; Algoritmos; Ecocardiografía/métodos; Humanos; Aprendizaje Automático; Volumen Sistólico

Palabras clave

artificial intelligence; deep learning; echocardiography; ejection fraction; image manipulationimage manipulation; point-of-care ultrasound

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Inteligencia Artificial / Función Ventricular Izquierda Tipo de estudio: Clinical_trials / Prognostic_studies Límite: Humans Idioma: En Revista: J Ultrasound Med Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos

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