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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 restrictive...

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Главные авторы: Chung-Wai Chow, Clodagh M Ryan, Tong Xu, Joyce K Y Wu, Amanda Mac, Natalia Belousova, Haruna Kitazawa, Nick Vozoris, Dmitry Rozenberg, Shahrokh Valaee
Формат: Artigo
Язык:Inglês
Опубликовано: BMJ Publishing Group 2022-12-01
Серии:BMJ Open Respiratory Research
Online-ссылка:https://bmjopenrespres.bmj.com/content/9/1/e001396.full
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