Effectiveness of an Intervention Providing Digitally Generated Personalized Feedback and Education on Adherence to Continuous Positive Airway Pressure: Randomized Controlled Trial

Autor: Joyca Lacroix, Jan Tatousek, Niek Den Teuling, Thomas Visser, Charles Wells, Paul Wylie, Russell Rosenberg, Richard Bogan

Publikováno v: Journal of Medical Internet Research, Vol 25, p e40193 (2023)

BackgroundMany people worldwide experience obstructive sleep apnea, which is associated with medical and psychological problems. Continuous positive airway pressure (CPAP) is an efficacious therapy for obstructive sleep apnea, but its effect is limit

Externí odkaz: https://doaj.org/article/edf6f64958e84fac98826eee61c42ced

A latent-class heteroskedastic hurdle trajectory model: patterns of adherence in obstructive sleep apnea patients on CPAP therapy

Autor: Steffen Pauws, Mark S. Aloia, Edwin R. van den Heuvel, Niek den Teuling

Publikováno v: BMC Medical Research Methodology
BMC Medical Research Methodology, 21(1):269. BioMed Central
BMC Medical Research Methodology, Vol 21, Iss 1, Pp 1-15 (2021)
BMC Medical Research Methodology, 21(269):269. BioMed Central

Background Sleep apnea patients on CPAP therapy exhibit differences in how they adhere to the therapy. Previous studies have demonstrated the benefit of describing adherence in terms of discernible longitudinal patterns. However, these analyses have

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::79ef86fbbf6261c5dc9b6b5c729ae7c2
https://doi.org/10.1186/s12874-021-01407-6

A comparison of probabilistic classifiers for sleep stage classification

Autor: Pedro Fonseca, Niek den Teuling, Ronald M. Aarts, Xi Long

Publikováno v: Physiological Measurement, 39(5):055001. Institute of Physics

Objective: To compare conditional random fields (CRF), hidden Markov models (HMMs) and Bayesian linear discriminants (LDs) for cardiorespiratory sleep stage classification on a five-class sleep staging task (wake/N1/N2/N3/REM), to explore the benefit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6fb0f4953a89ce9a7c32c7fef6589c4a
https://research.tue.nl/en/publications/00c58621-c3f7-4c76-a9b9-f0f029205b32