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0521 Predictive Model of Optimal Continuous Positive Airway Pressure for Obstructive Sleep Apnea Using Machine Learning
SLEEP
◽
10.1093/sleep/zsz067.519
◽
2019
◽
Vol 42
(Supplement_1)
◽
pp. A208-A209
Author(s):
Seung Soo Kim
◽
Kwang Ik Yang
Keyword(s):
Machine Learning
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Predictive Model
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Obstructive Sleep
Download Full-text
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References
Predictive Model of Optimal Continuous Positive Airway Pressure for Obstructive Sleep Apnea Patients with Obesity by Using Machine Learning
Journal of Sleep Medicine
◽
10.13078/jsm.18012
◽
2018
◽
Vol 15
(2)
◽
pp. 48-54
Author(s):
Seung Soo Kim
◽
Kwang Ik Yang
Keyword(s):
Machine Learning
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Predictive Model
◽
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◽
Positive Airway Pressure
◽
Obstructive Sleep
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Machine learning-based prediction of adherence to continuous positive airway pressure (CPAP) in obstructive sleep apnea (OSA)
Informatics for Health and Social Care
◽
10.1080/17538157.2021.1990300
◽
2021
◽
pp. 1-9
Author(s):
Giulia Scioscia
◽
Pasquale Tondo
◽
Maria Pia Foschino Barbaro
◽
Roberto Sabato
◽
Crescenzio Gallo
◽
...
Keyword(s):
Machine Learning
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Obstructive Sleep
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Heterogeneous Effects of Continuous Positive Airway Pressure (CPAP) Treatment on Cardiovascular Outcomes in Obstructive Sleep Apnea (OSA): Application of Machine Learning in the ISAACC Trial
10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a1104
◽
2021
◽
Author(s):
S. Grinek
◽
M. Sanchez De La Torre
◽
G. Nadkarni
◽
S. Khan
◽
M. Suarez-Farinas
◽
...
Keyword(s):
Machine Learning
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Cardiovascular Outcomes
◽
Cpap Treatment
◽
Heterogeneous Effects
◽
Obstructive Sleep
Download Full-text
A new predictive model for continuous positive airway pressure in the treatment of obstructive sleep apnea
Sleep And Breathing
◽
10.1007/s11325-016-1436-7
◽
2016
◽
Vol 21
(2)
◽
pp. 435-442
◽
Cited By ~ 1
Author(s):
Matthew R. Ebben
◽
Mariya Narizhnaya
◽
Ana C. Krieger
Keyword(s):
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Predictive Model
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Obstructive Sleep
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Benefits of Oxytocin in Obstructive Sleep Apnea (OSA) Patients Using Continuous Positive Airway Pressure (CPAP) Machine
Case Medical Research
◽
10.31525/ct1-nct03860233
◽
2019
◽
Author(s):
Keyword(s):
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Obstructive Sleep
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Faculty Opinions recommendation of Effect of nocturnal nasal continuous positive airway pressure on blood pressure in obstructive sleep apnea.
Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
◽
10.3410/f.1089917.543073
◽
2007
◽
Author(s):
Ehud Grossman
Keyword(s):
Blood Pressure
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Obstructive Sleep
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Faculty Opinions recommendation of Continuous positive airway pressure reduces risk of motor vehicle crash among drivers with obstructive sleep apnea: systematic review and meta-analysis.
Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
◽
10.3410/f.7136956.7368054
◽
2010
◽
Author(s):
James A Rowley
Keyword(s):
Systematic Review
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Motor Vehicle
◽
Meta Analysis
◽
Motor Vehicle Crash
◽
Obstructive Sleep
Download Full-text
Faculty Opinions recommendation of Health outcomes of continuous positive airway pressure versus oral appliance treatment for obstructive sleep apnea: a randomized controlled trial.
Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
◽
10.3410/f.717979286.793494014
◽
2014
◽
Author(s):
Neil Freedman
Keyword(s):
Randomized Controlled Trial
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Controlled Trial
◽
Oral Appliance
◽
Randomized Controlled
◽
Obstructive Sleep
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Faculty Opinions recommendation of Eight Hours of Nightly Continuous Positive Airway Pressure Treatment of Obstructive Sleep Apnea Improves Glucose Metabolism in Patients with Prediabetes. A Randomized Controlled Trial.
Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
◽
10.3410/f.725442259.793540140
◽
2017
◽
Author(s):
Maria Bonsignore
Keyword(s):
Randomized Controlled Trial
◽
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Controlled Trial
◽
Pressure Treatment
◽
Randomized Controlled
◽
Obstructive Sleep
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An Individually Adjustable Oral Appliance vs Continuous Positive Airway Pressure in Mild-to-Moderate Obstructive Sleep Apnea Syndrome
CHEST Journal
◽
10.1378/chest.122.2.569
◽
2002
◽
Vol 122
(2)
◽
pp. 569-575
◽
Cited By ~ 140
Author(s):
Winfried J. Randerath
◽
Markus Heise
◽
Rolf Hinz
◽
Karl-Heinz Ruehle
Keyword(s):
Obstructive Sleep Apnea
◽
Sleep Apnea
◽
Continuous Positive Airway Pressure
◽
Obstructive Sleep Apnea Syndrome
◽
Airway Pressure
◽
Positive Airway Pressure
◽
Sleep Apnea Syndrome
◽
Oral Appliance
◽
Obstructive Sleep
◽
Apnea Syndrome
Download Full-text
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