Research - EnsoData

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 •

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,

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

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 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,

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 •

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.

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,

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,