Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Samuel Rusk"'
Autor:
Thomas J Vanasse, Samuel Rusk, Yoav Nygate, Chris Fernandez, Jiaxiao M Shi, Jessica Arguelles, Matthew T Klimper, Emerson Wickwire, Nathaniel F Watson, Dennis Hwang
Publikováno v:
SLEEP. 46:A40-A41
Introduction Machine Learning (ML) can draw upon complex patient data to predict current and future health status, but the best performing ML models are often difficult to interpret. One such ML-defined health marker is the brain age index (BAI), the
Autor:
Samuel Rusk, Yoav Nygate, Chris Fernandez, Jiaxiao M Shi, Jessica Arguelles, Matthew T Klimper, Nathaniel F Watson, Robert Stretch, Michelle Zeidler, Anupamjeet Sekhon, Kendra Becker, Joseph Kim, Dennis Hwang
Publikováno v:
SLEEP. 46:A206-A206
Introduction Improving positive airway pressure (PAP) adherence is crucial to sleep apnea therapy success. Although behavioral interventions may be deployed to increase PAP adherence, operationalization remains an ongoing clinical challenge. Treatmen
Autor:
Yoav Nygate, Samuel Rusk, Chris Fernandez, Zac Winzurk, Emerson Wickwire, Emmanuel Mignot, Nathaniel F Watson
Publikováno v:
SLEEP. 46:A252-A252
Introduction Accurate diagnosis of Type 1 narcolepsy (T1N) is cumbersome – involving clinical, biological, and electrophysiological components. Multiple sleep latency tests (MSLT) are central to diagnosis; however, current medications, sleep schedu
Autor:
Samuel Rusk, Yoav Nygate, Chris Fernandez, Jiaxiao M Shi, Jessica Arguelles, Matthew T Klimper, Nathaniel F Watson, Robert Stretch, Michelle Zeidler, Anupamjeet Sekhon, Kendra Becker, Joseph Kim, Dennis Hwang
Publikováno v:
SLEEP. 46:A206-A206
Introduction Machine Learning (ML) algorithms to predict Positive Airway Pressure (PAP) adherence may support personalized clinical management. Models were developed to predict adherence at various time-points after PAP initiation and in moving time
Autor:
Ashley Mulchrone, Mehdi Shokoueinejad, Chris Fernandez, Arman Pazouki, John G. Webster, Jake Levin, Jerome A. Dempsey, Fa Wang, Samuel Rusk, Icaro dos Santos
Publikováno v:
Journal of Medical and Biological Engineering. 37:288-297
We present the device design, simulation, and measurement results of a therapy device that potentially prevents sleep apnea by slightly increasing inspired CO2 through added dead space (DS). The rationale for treatment of sleep apnea with CO2 manipul