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

Amanda MacTong XuJoyce K Y Wu Natalia Belousova Haruna Kitazawa Nicholas T Vozoris Dmitry Rozenberg Clodagh M Ryan Shahrokh Valaee Chung-Wai Chow

Published in: BMJ open respiratory research (2022)

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

Keyphrases

deep learning
lung function
artificial intelligence
convolutional neural network
machine learning
chronic obstructive pulmonary disease
air pollution