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Mandibular jaw movements
have been studied
for decades.

Scientificpublications.

Decoding Sleep Apnea: 10 Years of Jaw-Dropping Discoveries.

  • Sleep
  • Near-boundary Double-labelling Based Classification: The New Standard When Evaluating Performances of New Sleep Apnea Diagnosis Solution Against…

    A new methodological approach called the near-boundary double-labeling (NBL) allows to assign individuals with apnea hypopnea index (AHI) in predefined near-boundary zones to two different categories…

  • Nature and Science of Sleep
  • Mandibular Movements are a Reliable Non-invasive Alternative to Esophageal Pressure for Measuring Respiratory Effort in Patients with Sleep Apnea…

    This study aimed to determine if the mandibular jaw movement (MJM) bio-signal is a reliable surrogate of the esophageal pressure (Pes) gold-standard signal to measure respiratory effort during sleep.

  • European Respiratory Journal
  • Respiratory Effort During Sleep and Prevalent Hypertension in Obstructive Sleep Apnoea

    The study showed that respiratory effort is a stronger predictor of OSA-related hypertension than common PSG-derived metrics such as the AHI.

  • American Journal of Respiratory and Critical Care Medicine
  • Machine Learning-based Sleep Staging in Patients With Sleep Apnea Using a Single Mandibular Movement Signal

    This prospective study included 1026 patients with suspected OSA who underwent an in-lab PSG with simultaneous recording of mandibular jaw movements (MJMs) using the Sunrise device.

  • Frontiers in Neuroscience
  • Diagnosis of Sleep Apnoea Using a Mandibular Monitor and Machine Learning Analysis: One-Night Agreement Compared to In-Home Polysomnography

    This study aimed to evaluate the diagnosis of OSA using measurements of mandibular jaw movements (MJM) combined with automated machine learning analysis compared to in-home PSG.

  • Pediatric Pulmonology
  • Clinical Validation of a Mandibular Movement Signal Based System for the Diagnosis of Pediatric Sleep Apnea

    A prospective study in 140 children undergoing in‐lab PSG evaluated the accuracy of the Sunrise device to estimate respiratory efforts by monitoring sleep mandibular jaw movements (MJMs) for the…

  • JAMA Network Open
  • Assessment of Mandibular Movement Monitoring With Machine Learning Analysis for the Diagnosis of Obstructive Sleep Apnea

    This large study of 476 adults with and without OSA aimed to evaluate the automatic analysis of mandibular jaw movement (MJM) patterns as a reliable alternative to in-lab PSG for assessment of OSA.

  • Nature and Science of Sleep
  • Artificial Intelligence Analysis of Mandibular Movements Enables Accurate Detection of Phasic Sleep Bruxism in OSA Patients: A Pilot Study Gozal D,…

    Artificial Intelligence Analysis of Mandibular Movements Enables Accurate Detection of Phasic Sleep Bruxism in OSA Patients: A Pilot Study Gozal D, Lavigne G, Pépin JL.

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    The only HSAThclinically validated against esophageal pressure.

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    Sunrise is a medical device available on prescription.