Exploring the dynamics of snoring in relation to sleep stages: Implications for gender differences, sleep position, and upper airway collapsibility

• Masaaki Suzuki ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Writing – original draft

  * E-mail: suzukima@med.teikyo-u.ac.jp

  Affiliations Dept. of Otorhinolaryngology, Teikyo University Chiba Medical Center, Chiba, Japan, Division of Sleep Medicine, Kaname Clinic, Tokyo, Japan

  https://orcid.org/0000-0002-4103-929X

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• Yuichi Kawai,

  Roles Data curation

  Affiliation Dept. of Otorhinolaryngology, Teikyo University Chiba Medical Center, Chiba, Japan

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• Yoshihiro Funayama

  Roles Data curation, Methodology

  Affiliation Division of Sleep Medicine, Kaname Clinic, Tokyo, Japan

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