Computational Phenotyping In CPAP Therapy: Using Interpretable Physiology‑Based Machine Learning Models To Predict Therapeutic CPAP Pressures

Dominic Munafo, MD1, Bretton Hevener1, William Hevener1, Sam Clark, MD1, Jeff Goe, BS1, Chris Fernandez, MS2,3, Sam Rusk, BS2,3, Nick Glattard, MS2,3, David Piper, BS2, Jonathan Solis, BS2, Brock Hensen, BS2, Nick Orr, BS2, Mehdi Shokoueinejad, PhD4.

1Sleep Data Diagnostics, San Diego, CA, USA, 2EnsoData Research Labs, EnsoData, Madison, WI, USA, 3Department of Population Health Sciences, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA, 4Department of Biomedical Engineering, University of Wisconsin‑Madison, Madison, WI, USA.

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