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Artificial neural network identification of exercise expiratory flow-limitation in adults

Identification of ventilatory constraint is a key objective of clinical exercise testing. Expiratory flow-limitation (EFL) is a well-known type of ventilatory constraint. However, EFL is difficult to measure, and commercial metabolic carts do not readily identify or quantify EFL. Deep machine learni...

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Detalles Bibliográficos
Autores principales: Haverkamp, Hans Christian, Luu, Peter, DeCato, Thomas W., Petrics, Gregory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10567738/
https://www.ncbi.nlm.nih.gov/pubmed/37821579
http://dx.doi.org/10.1038/s41598-023-44331-z