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Deep-learning algorithm helps to standardise ATS/ERS spirometric acceptability and usability criteria.

Nilakash DasKenneth VerstraeteSanja StanojevicMarko TopalovicJean-Marie AertsWim Janssens
Published in: The European respiratory journal (2020)
The CNNs identified relevant attributes in spirometric curves to standardise ATS/ERS manoeuvre acceptability and usability recommendations, and further provides individual manoeuvre feedback. Our algorithm combines the visual experience of skilled technicians and ATS/ERS quantitative rules in automating the critical phase of spirometry quality control.
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