Belun Ring (Belun Sleep System BLS-100): Deep learning-facilitated wearable enables obstructive sleep apnea detection, apnea severity categorization, and sleep stage classification in patients suspected of obstructive sleep apnea.

Abstract

Authors

• Zachary Strumpf
  Division of Pulmonary, Critical Care, and Sleep Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, USA.
• Wenbo Gu
  Belun Technology Company Limited, Hong Kong; Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.
• Chih-Wei Tsai
  Belun Technology Company Limited, Hong Kong.
• Pai-Lien Chen
  FHI360, Durham, NC, USA.
• Eric Yeh
  Division of Pulmonary, Critical Care, and Sleep Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, USA; Department of Medicine, Case Western Reserve University, Cleveland, OH, USA.
• Lydia Leung
  Belun Technology Company Limited, Hong Kong.
• Cynthia Cheung
  Belun Technology Company Limited, Hong Kong.
• I-Chen Wu
  Department of Computer Science, National Yang Ming Chiao Tung University, Hsinchu, Taiwan.
• Kingman P Strohl
  Division of Pulmonary, Critical Care, and Sleep Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH, USA; Department of Medicine, Case Western Reserve University, Cleveland, OH, USA; Division of Sleep Medicine, Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA.
• Tiffany Tsai
  Case Western Reserve University, Cleveland, OH, USA.
• Rodney J Folz
  Division of Pulmonary, Critical Care, and Sleep Medicine, Houston Methodist Hospital, Houston, TX, USA.
• Ambrose A Chiang
  Division of Pulmonary, Critical Care and Sleep Medicine, University Hospitals Cleveland Medical Center, Cleveland, OH.

Keywords

External Resources