Vocal biomarkers correlate with FEV1 variations during methacholine challenge

Vocal biomarkers correlate with FEV1 variations during methacholine challenge

Abstract Background Mobile health applications are increasingly valued for their role in asthma management and the opportunity for large dataset collection. Our study aimed to investigate the feasibility of applying signal‐processing and machine‐learning technologies to detect alterations in the low...

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Main Authors: Giovanni Paoletti, Giovanni Costanzo, Morena Merigo, Francesca Puggioni, Sebastian Ferri, Maria Rita Messina, Fulvio Cordella, Giuseppe Ranieri, Arianna Arienzo, Victor Savevski, Giorgio Walter Canonica, Ayana deBrito Martins, Enrico Heffler
Format: Article
Language:English
Published: Wiley 2025-04-01
Series:Clinical and Translational Allergy
Subjects:
artificial intelligence
asthma
digital health
mobile health technology
vocal biomarkers
Online Access:https://doi.org/10.1002/clt2.70055
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