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Diagnosis of obstructive sleep apnea in children based on the XGBoost algorithm using nocturnal heart rate and blood oxygen feature.
Ye, Pengfei; Qin, Han; Zhan, Xiaojun; Wang, Zhan; Liu, Chang; Song, Beibei; Kong, Yaru; Jia, Xinbei; Qi, Yuwei; Ji, Jie; Chang, Li; Ni, Xin; Tai, Jun.
Afiliación
  • Ye P; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China.
  • Qin H; Department of Otolaryngology, Head and Neck Surgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, China, 100045.
  • Zhan X; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China.
  • Wang Z; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China.
  • Liu C; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China.
  • Song B; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China.
  • Kong Y; Graduate School of Peking Union Medical University, Capital Institute of Pediatrics, Beijing 100020, China.
  • Jia X; Department of Otolaryngology, Head and Neck Surgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, China, 100045.
  • Qi Y; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China.
  • Ji J; Department of Otolaryngology, Head and Neck Surgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, China, 100045.
  • Chang L; Department of Respiratory Medicine, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China. Electronic address: changli76@163.com.
  • Ni X; Department of Otolaryngology, Head and Neck Surgery, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, China, 100045. Electronic address: nixin@bch.com.cn.
  • Tai J; Department of Otolaryngology, Head and Neck Surgery, Children's Hospital Capital Institute of Pediatrics, Beijing 100020, China. Electronic address: trenttj@163.com.
Am J Otolaryngol ; 44(2): 103714, 2023.
Article en En | MEDLINE | ID: mdl-36738700
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Oxígeno / Apnea Obstructiva del Sueño Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Child / Humans Idioma: En Revista: Am J Otolaryngol Año: 2023 Tipo del documento: Article País de afiliación: China
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Oxígeno / Apnea Obstructiva del Sueño Tipo de estudio: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Límite: Child / Humans Idioma: En Revista: Am J Otolaryngol Año: 2023 Tipo del documento: Article País de afiliación: China