Quantification of respiratory effort magnitude in spontaneous breathing patients using Convolutional Autoencoders.

Ang, Christopher Yew Shuen; Chiew, Yeong Shiong; Vu, Lien Hong; Cove, Matthew E

Ang, Christopher Yew Shuen; Chiew, Yeong Shiong; Vu, Lien Hong; Cove, Matthew E.

Afiliación

Ang CYS; School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia. Electronic address: christopher.angys@gmail.com.
Chiew YS; School of Engineering, Monash University Malaysia, Bandar Sunway, Malaysia. Electronic address: Chiew.yeong.shiong@monash.edu.
Vu LH; Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Health System, Singapore.
Cove ME; Division of Respiratory and Critical Care Medicine, Department of Medicine, National University Health System, Singapore.

Comput Methods Programs Biomed ; 215: 106601, 2022 Mar.

Article en En | MEDLINE | ID: mdl-34973606

Asunto(s)

Respiración Artificial; Mecánica Respiratoria; Humanos; Distribución Normal; Respiración con Presión Positiva

Palabras clave

Convolutional Autoencoder (CAE); Machine learning; Mechanical ventilation; Spontaneous breathing

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Respiración Artificial / Mecánica Respiratoria Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: Comput Methods Programs Biomed Asunto de la revista: INFORMATICA MEDICA Año: 2022 Tipo del documento: Article Pais de publicación: Irlanda

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