Predicting total lung capacity from spirometry: a machine learning approach

BACKGROUND AND OBJECTIVE: Spirometry patterns can suggest that a patient has a restrictive ventilatory impairment; however, lung volume measurements such as total lung capacity (TLC) are required to confirm the diagnosis. The aim of the study was to train a supervised machine learning model that can...

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Detalles Bibliográficos
Autores principales: Beverin, Luka, Topalovic, Marko, Halilovic, Armin, Desbordes, Paul, Janssens, Wim, De Vos, Maarten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10238228/
https://www.ncbi.nlm.nih.gov/pubmed/37275373
http://dx.doi.org/10.3389/fmed.2023.1174631

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10238228/
https://www.ncbi.nlm.nih.gov/pubmed/37275373
http://dx.doi.org/10.3389/fmed.2023.1174631

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