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Application and interpretation of machine learning models in predicting the risk of severe obstructive sleep apnea in adults.
Shi, Yewen; Zhang, Yitong; Cao, Zine; Ma, Lina; Yuan, Yuqi; Niu, Xiaoxin; Su, Yonglong; Xie, Yushan; Chen, Xi; Xing, Liang; Hei, Xinhong; Liu, Haiqin; Wu, Shinan; Li, Wenle; Ren, Xiaoyong.
Afiliação
  • Shi Y; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Zhang Y; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Cao Z; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Ma L; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Yuan Y; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Niu X; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Su Y; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Xie Y; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Chen X; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Xing L; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Hei X; School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, Shaan'xi Province, China.
  • Liu H; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China.
  • Wu S; School of Medicine, Eye Institute of Xiamen University, Xiamen University, Xiamen, Fujian Province, China. wshinana99@163.com.
  • Li W; Molecular Imaging and Translational Medicine Research Center, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Xiamen University, Xiamen, Fujian Province, China. drlee0910@163.com.
  • Ren X; Department of Otorhinolaryngology Head and Neck Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, NO. 157 Xi Wu Road, Xi'an, Shaan'xi Province, China. cor_renxiaoyong@126.com.
BMC Med Inform Decis Mak ; 23(1): 230, 2023 10 19.
Article em En | MEDLINE | ID: mdl-37858225
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Apneia Obstrutiva do Sono Limite: Adult / Humans Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Apneia Obstrutiva do Sono Limite: Adult / Humans Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China