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XGBoost-SHAP-based interpretable diagnostic framework for alzheimer's disease.
Yi, Fuliang; Yang, Hui; Chen, Durong; Qin, Yao; Han, Hongjuan; Cui, Jing; Bai, Wenlin; Ma, Yifei; Zhang, Rong; Yu, Hongmei.
Afiliação
  • Yi F; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Yang H; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Chen D; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Qin Y; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Han H; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Cui J; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Bai W; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Ma Y; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Zhang R; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China.
  • Yu H; Department of Health Statistics, School of Public Health, Shanxi Medical University, 56 South XinJian Road, Taiyuan, 030001, P.R. China. yu@sxmu.edu.cn.
BMC Med Inform Decis Mak ; 23(1): 137, 2023 07 25.
Article em En | MEDLINE | ID: mdl-37491248
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Doença de Alzheimer / Disfunção Cognitiva Tipo de estudo: Diagnostic_studies / Guideline / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article
Texto completo
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Doença de Alzheimer / Disfunção Cognitiva Tipo de estudo: Diagnostic_studies / Guideline / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article