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WIPSNet: Deep Learning for Paediatric Wheeze Detection from Overnight Impedance Pneumography

Oury, Felix et al.
arXiv (All) · Papers
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machine-learningsignal-processing
Overnight impedance pneumography (IP) is used to monitor paediatric respiratory health. Its current clinical readout, the Expiratory Variability Index (EVI), compresses each IP recording into a single scalar and achieves an AUC of 0.633 for night-level wheeze classification. We introduce Wheeze Impe
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