Real-Time Magnetic Tracking and Diagnosis of COVID-19 via Machine Learning. (arXiv:2311.00737v1 [cs.LG])

The COVID-19 pandemic underscored the importance of reliable, noninvasive
diagnostic tools for robust public health interventions. In this work, we fused
magnetic respiratory sensing technology (MRST) with machine learning (ML) to
create a diagnostic platform for real-time tracking and diagnosis of COVID-19
and other respiratory diseases. The MRST precisely captures breathing patterns
through three specific breath testing protocols: normal breath, holding breath,
and deep breath. We collected breath data from both COVID-19 patients and
healthy subjects in Vietnam using this …

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