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

Amanda Mac,Tong Xu,Joyce K Y Wu,Natalia Belousova,Haruna Kitazawa,Nick Vozoris,Dmitry Rozenberg,Clodagh M Ryan,Shahrokh Valaee,Chung-Wai Chow

BMJ open respiratory research（2022）

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摘要

Deep learning improves the diagnostic acumen of spirometry and classifies lung physiology better than pulmonologists with accuracies comparable to full PFTs.

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关键词

Lung Physiology,Respiratory Measurement

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