Deep learning algorithm for visual quality assessment of the spirograms

The quality of spirometry manoeuvres is crucial for correctly interpreting the values of spirometry parameters. A fundamental guideline for proper quality assessment is the ATS/ERS Standards for spirometry, updated in 2019, which describe several start-of-test and end-of-test criteria which can be a...

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Veröffentlicht in:	Physiological measurement 2023-08, Vol.44 (8), p.85004
Hauptverfasser:	Waląg, Damian, Soliński, Mateusz, Kołtowski, Łukasz, Górska, Katarzyna, Korczyński, Piotr, Kuźnar-Kamińska, Barbara, Grabicki, Marcin, Basza, Mikołaj, Łepek, Michał
Format:	Artikel
Sprache:	eng
Schlagworte:	convolutional neural network flow-volume curve quality assessment spirometry
Online-Zugang:	Volltext
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