Deep learning using multilayer perception improves the diagnostic acumen of spirometry: a single-centre Canadian study

RATIONALE: Spirometry and plethysmography are the gold standard pulmonary function tests (PFT) for diagnosis and management of lung disease. Due to the inaccessibility of plethysmography, spirometry is often used alone but this leads to missed or misdiagnoses as spirometry cannot identify restrictiv...

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Detalles Bibliográficos
Autores principales: Mac, Amanda, Xu, Tong, Wu, Joyce K Y, Belousova, Natalia, Kitazawa, Haruna, Vozoris, Nick, Rozenberg, Dmitry, Ryan, Clodagh M, Valaee, Shahrokh, Chow, Chung-Wai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Respiratory Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806081/
https://www.ncbi.nlm.nih.gov/pubmed/36572484
http://dx.doi.org/10.1136/bmjresp-2022-001396

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806081/
https://www.ncbi.nlm.nih.gov/pubmed/36572484
http://dx.doi.org/10.1136/bmjresp-2022-001396

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