Polysomnography following an indeterminate HSAT: Low Compliance with AASM Guidelines
Yoav N. Nygate1 • Sam Rusk1 • Fred Turkington1 • Chris R. Fernandez1 • Nick Glattard1 • Matt Sprague1 • Zac Winzurk1 • Nathaniel Watson, MD, MSc2 Access
Evaluation of Healthcare Insurance Claims Record based Artificial Intelligence Screening Tools for Undiagnosed Obstructive Sleep
Sam Rusk, BS1 • Fred Turkington, BS1 • Chris R. Fernandez, MS1 • Yoav N. Nygate, MSc1 • Nick Glattard, MS1 • Melania Abrahamian, PhD1
Impact of OSA Therapy on Healthcare Costs: Actuarial Analysis of OSA Prevalence, Therapy Adherence, Co-morbidity, and Costs in a Large Medicare Population Cohort
Chris R. Fernandez1 • Mark Kaiser1 • Jen McClurg1 • Sam Rusk1 • Nick Glattard1 • Fred Turkington1 • Yoav N. Nygate1 • Maggie Richard2 • Ian Duncan2 • Nathaniel Watson3 Access the Study Download the Poster Introduction Research studying the
How will artificial intelligence (AI) advance sleep medicine?
Nathaniel F. Watson1 • Cathy Goldstein2 • Sam Rusk3 • Chris Fernandez3 Download the Study Abstract Artificial intelligence (AI) combines clinical, environmental and laboratory based
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,
EEG-Based Deep Neural Network Model for Brain Age Prediction and its Association with Patient Health Conditions
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