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Developing a Multisensor-Based Machine Learning Technology (Aidar Decompensation Index) for Real-Time Automated Detection of Post–COVID-19 Condition: Protocol for an Observational Study

Developing a Multisensor-Based Machine Learning Technology (Aidar Decompensation Index) for Real-Time Automated Detection of Post–COVID-19 Condition: Protocol for an Observational Study

The Mouth Lab device has built-in SIM cards offering cellular data, thus requiring no other accessory, such as mobile phones, to transmit data to the Aidar Cloud. Using a web application dashboard will allow easier visualization of Mouth Lab data from all participants, providing us with the opportunity to intervene immediately in the event of absent data or noncompliance.

Jenny Mathew, Jaclyn A Pagliaro, Sathyanarayanan Elumalai, Lauren K Wash, Ka Ly, Alison J Leibowitz, Varsha G Vimalananda

JMIR Res Protoc 2025;14:e54993