March 5, 2021

Clinical Validation of AI Scoring in Adult and Pediatric Clinical PSG Samples Compared to Prospective, Double-Blind Scoring Panel

Chris R. Fernandez, MS1 • Sam Rusk, BS1 • Yoav N. Nygate, MSc1 • Nick Glattard, MS1 • Fred Turkington, BS1 • Nathaniel F. Watson,

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

Redefining Positive Airway Pressure (PAP) Adherence Phenotypes Utilizing Deep Neural Networks and Unsupervised Clustering

Yoav N. Nygate, MS1 • Sam Rusk, BS1 • Chris R. Fernandez, MS1 • Nick Glattard, MS1 • Nathaniel F. Watson, MD, MSc2 • William

Dynamic Phenotype Learning: A Novel Machine Learning Approach To Develop And Discover New OSA Sub-Types

Chris R. Fernandez, MS1 • Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Nick Glattard, MS1 • Jessica Arguelles, BS • Jiaxiao M. Shi,

Evaluation of Electronic Medical Record Artificial Intelligence Screening Tools for Undiagnosed OSA

Sam Rusk, BS • Yoav N. Nygate, MSc • Fred Turkington, BS • Chris R. Fernandez, MS • Nick Glattard, MS • Nathaniel F. Watson,