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The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models.
Fan, Jiaxin; Chen, Mengying; Luo, Jian; Yang, Shusen; Shi, Jinming; Yao, Qingling; Zhang, Xiaodong; Du, Shuang; Qu, Huiyang; Cheng, Yuxuan; Ma, Shuyin; Zhang, Meijuan; Xu, Xi; Wang, Qian; Zhan, Shuqin.
Afiliação
  • Fan J; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Chen M; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Luo J; Faculty of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, China.
  • Yang S; School of Mathematics and Statistics, Xi'an Jiaotong University, Xi'an, China.
  • Shi J; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Yao Q; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Zhang X; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Du S; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Qu H; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Cheng Y; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Ma S; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Zhang M; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Xu X; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China.
  • Wang Q; Department of Health Management, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
  • Zhan S; Department of Neurology, The Second Affiliated Hospital of Xi'an Jiaotong University, No. 157 West Five Road, Xi'an, 710004, Shaanxi, China. sqzhan@mail.xjtu.edu.cn.
BMC Med Inform Decis Mak ; 21(1): 115, 2021 04 05.
Article em En | MEDLINE | ID: mdl-33820531
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Doenças das Artérias Carótidas / Registros Eletrônicos de Saúde Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China
Texto completo
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Doenças das Artérias Carótidas / Registros Eletrônicos de Saúde Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: BMC Med Inform Decis Mak Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de afiliação: China