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Screening the risk of obstructive sleep apnea by utilizing supervised learning techniques based on anthropometric features and snoring events.
Tsai, Cheng-Yu; Liu, Wen-Te; Hsu, Wen-Hua; Majumdar, Arnab; Stettler, Marc; Lee, Kang-Yun; Cheng, Wun-Hao; Wu, Dean; Lee, Hsin-Chien; Kuan, Yi-Chun; Wu, Cheng-Jung; Lin, Yi-Chih; Ho, Shu-Chuan.
Affiliation
  • Tsai CY; Department of Civil and Environmental Engineering, Imperial College London, London, UK.
  • Liu WT; School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Hsu WH; Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
  • Majumdar A; Sleep Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
  • Stettler M; Research Center of Artificial Intelligence in Medicine, Taipei Medical University, Taipei, Taiwan.
  • Lee KY; School of Respiratory Therapy, College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Cheng WH; Department of Civil and Environmental Engineering, Imperial College London, London, UK.
  • Wu D; Department of Civil and Environmental Engineering, Imperial College London, London, UK.
  • Lee HC; Division of Pulmonary Medicine, Department of Internal Medicine, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
  • Kuan YC; Division of Pulmonary Medicine, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Wu CJ; Graduate Institute of Clinical Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.
  • Lin YC; Sleep Center, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
  • Ho SC; Department of Neurology, Shuang Ho Hospital, Taipei Medical University, New Taipei City, Taiwan.
Digit Health ; 9: 20552076231152751, 2023.
Article in En | MEDLINE | ID: mdl-36896329
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Language: En Journal: Digit Health Year: 2023 Document type: Article Affiliation country: United kingdom Country of publication: United States
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Language: En Journal: Digit Health Year: 2023 Document type: Article Affiliation country: United kingdom Country of publication: United States