Sleep Architecture Associations with Brain Age: A Multi-Site Model Validation
Thomas J Vanasse, PhD1 • Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Chris R. Fernandez, MS1 • Jiaxiao M. Shi, PhD2 • Jessica Arguelles, BS2 • Matthew T. Klimper, BS2 • Emerson
Deep Learning to Predict PAP Adherence in Obstructive Sleep Apnea
Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Chris R. Fernandez, MS1 • Jiaxiao M. Shi, PhD2 • Jessica Arguelles, BS2 • Matthew T. Klimper, BS2 • Nathaniel F. Watson, MD,
Artificial Intelligence to Aid in Diagnosis of Type I Narcolepsy
Yoav N. Nygate, MS1 • Sam Rusk, BS1 • Chris R. Fernandez, MS1 • Zac Winzurk, BS1 • Emerson M. Wickwire, PhD2 • Emmanuel Mignot, MD, PhD3 • Nathaniel F. Watson,
Use of Artificial Intelligence for Early Characterization of Patients with RBD
Sam Rusk, BS1 • Joseph Cataline, MD2 • Yoav N. Nygate, MS1 • Jiansan Gu, MD2 • Natalie Witek, MD2 • Chris R. Fernandez, MS1 • Nathaniel F. Watson, MD, MS3 • James
Deep Learning Classification of Future PAP Adherence based on CMS and other Adherence Criteria
Sam Rusk, BS1 • Yoav N. Nygate, MS1 • Chris R. Fernandez, MS1 • Jiaxiao M. Shi, PhD2 • Jessica Arguelles, BS2 • Matthew T. Klimper, BS2 • Nathaniel F. Watson, MD,
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
“Be thoughtful, be mindful, and take your time in situations where bias could be present.”
Andrea Ramberg, RPSGT, CCSH EnsoData Clinical Director
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