Estimation of Static Lung Volumes and Capacities From Spirometry Using Machine Learning: Algorithm Development and Validation

Abstract BackgroundSpirometry can be performed in an office setting or remotely using portable spirometers. Although basic spirometry is used for diagnosis of obstructive lung disease, clinically relevant information such as restriction, hyperinflation, and air trapping requir...

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Bibliographic Details
Main Authors: Scott A Helgeson, Zachary S Quicksall, Patrick W Johnson, Kaiser G Lim, Rickey E Carter, Augustine S Lee
Format: Article
Language:English
Published: JMIR Publications 2025-03-01
Series:JMIR AI
Online Access:https://ai.jmir.org/2025/1/e65456
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