Sleep Apnea

Efficient Screening in Obstructive Sleep Apnea Using Sequential Machine Learning Models, Questionnaires, and Pulse Oximetry Signals: Mixed Methods Study

Nai-Yu Kuo, Hsin-Jung Tsai, Shih-Jen Tsai, Albert C Yang

J Med Internet Res 2024 (Dec 19); 26:e51615

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Associations Among Cardiometabolic Risk Factors, Sleep Duration, and Obstructive Sleep Apnea in a Southeastern US Rural Community: Cross-Sectional Analysis From the SLUMBRx-PONS Study

Adam P Knowlden, Lee J Winchester, Hayley V MacDonald, James D Geyer, John C Higginbotham

JMIR Form Res 2024 (Nov 08); 8:e54792

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Testing a Consumer Wearables Program to Promote the Use of Positive Airway Pressure Therapy in Patients With Obstructive Sleep Apnea: Protocol for a Pilot Randomized Controlled Trial

Selene Mak, Garrett Ash, Li-Jung Liang, Erin Der-McLeod, Sara Ghadimi, Anjali Kewalramani, Saadia Naeem, Michelle Zeidler, Constance Fung

JMIR Res Protoc 2024 (Sep 19); 13:e60769

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Detection of Sleep Apnea Using Wearable AI: Systematic Review and Meta-Analysis

Alaa Abd-alrazaq, Hania Aslam, Rawan AlSaad, Mohammed Alsahli, Arfan Ahmed, Rafat Damseh, Sarah Aziz, Javaid Sheikh

J Med Internet Res 2024 (Sep 10); 26:e58187

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Preliminary Assessment of an Ambulatory Device Dedicated to Upper Airway Muscle Training in Patients With Sleep Apnea: Proof-of-Concept Study

Patrice Roberge, Jean Ruel, André Bégin-Drolet, Jean Lemay, Simon Gakwaya, Jean-François Masse, Frédéric Sériès

JMIR Biomed Eng 2024 (Apr 15); 9:e51901

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Digital Care Pathway for Patients With Sleep Apnea in Specialized Care: Mixed Methods Study

Jari Haverinen, Terttu Harju, Hanna Mikkonen, Pia Liljamo, Miia Turpeinen, Jarmo Reponen

JMIR Hum Factors 2024 (Feb 22); 11:e47809

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