Clinical Validation of AI Analysis of PPG Based Sleep-Wake Staging, Total Sleep Time, and Respiratory Rate
Nathaniel F. Watson, MD, MSc1 • Chris R. Fernandez, MS2 • Sam Rusk, BS2 • Yoav N. Nygate, MSc2 • Nick Glattard, MS2 • Fred
Nathaniel F. Watson, MD, MSc1 • Chris R. Fernandez, MS2 • Sam Rusk, BS2 • Yoav N. Nygate, MSc2 • Nick Glattard, MS2 • Fred
Yoav N. Nygate, MS1 • Sam Rusk, BS1 • Chris R. Fernandez, MS1 • Nick Glattard, MS1 • Nathaniel F. Watson, MD, MSc2 • William
Chris R. Fernandez, MS1 • Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Nick Glattard, MS1 • Jessica Arguelles, BS • Jiaxiao M. Shi,
Sam Rusk, BS • Yoav N. Nygate, MSc • Fred Turkington, BS • Chris R. Fernandez, MS • Nick Glattard, MS • Nathaniel F. Watson,
Yoav N. Nygate, MS, Sam Rusk, BS, Chris R. Fernandez, MS, Nick Glattard, MS, Jessica Arguelles, BS, Jiaxiao M. Shi, PhD, Dennis Hwang, MD, Nathaniel
William Hevener, RPSGT • Bretton Beine, BA, RPSGT • John Woodruff • Dominic Munafo, MD • Chris Fernandez, MS1 • Sam Rusk, BS1 • Yoav
Chris Fernandez1,2 • Sam Rusk, BS1,2 • Nick Glattard, MS1,2 • David Piper, BS1 • Jonathan Solis, BS1 • Brock Hensen, BS1 • Nick Orr,
Dominic Munafo, MD1 • Bretton Hevener1 • William Hevener1 • Sam Clark, MD1 • Jeff Goe, BS1 • Chris Fernandez, MS2,3 • Sam Rusk, BS2,3
Fernandez C1,2 • Rusk S1,2 • Glattard N1,2 • Hensen B2, Shokoueinejad M3 • Creado S2 • Hungerford J4 Download the Abstract Download the Poster
Fernandez C1,2 • Rusk S1,2 • Glattard N1,2 • Shokoueinejad M3 Download the Abstract Download the Poster Download the Presentation Introduction Machine learning models have