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An integrated machine learning framework for a discriminative analysis of schizophrenia using multi-biological data.
Ke, Peng-Fei; Xiong, Dong-Sheng; Li, Jia-Hui; Pan, Zhi-Lin; Zhou, Jing; Li, Shi-Jia; Song, Jie; Chen, Xiao-Yi; Li, Gui-Xiang; Chen, Jun; Li, Xiao-Bo; Ning, Yu-Ping; Wu, Feng-Chun; Wu, Kai.
Afiliação
  • Ke PF; Department of Biomedical Engineering, School of Material Science and Engineering, South China University of Technology, Guangzhou, 510006, Guangdong, China.
  • Xiong DS; Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
  • Li JH; National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou, 510006, China.
  • Pan ZL; Department of Biomedical Engineering, School of Material Science and Engineering, South China University of Technology, Guangzhou, 510006, Guangdong, China.
  • Zhou J; Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
  • Li SJ; National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou, 510006, China.
  • Song J; Department of Biomedical Engineering, School of Material Science and Engineering, South China University of Technology, Guangzhou, 510006, Guangdong, China.
  • Chen XY; Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
  • Li GX; National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou, 510006, China.
  • Chen J; Department of Biomedical Engineering, School of Material Science and Engineering, South China University of Technology, Guangzhou, 510006, Guangdong, China.
  • Li XB; Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
  • Ning YP; National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou, 510006, China.
  • Wu FC; Department of Biomedical Engineering, School of Material Science and Engineering, South China University of Technology, Guangzhou, 510006, Guangdong, China.
  • Wu K; Guangdong Engineering Technology Research Center for Translational Medicine of Mental Disorders, Guangzhou, 510370, China.
Sci Rep ; 11(1): 14636, 2021 07 19.
Article em En | MEDLINE | ID: mdl-34282208
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Esquizofrenia / Algoritmos / Biomarcadores Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Middle aged País/Região como assunto: Asia Idioma: En Ano de publicação: 2021 Tipo de documento: Article
Texto completo
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PubMed Links
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Esquizofrenia / Algoritmos / Biomarcadores Tipo de estudo: Diagnostic_studies / Etiology_studies / Observational_studies / Prevalence_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Female / Humans / Male / Middle aged País/Região como assunto: Asia Idioma: En Ano de publicação: 2021 Tipo de documento: Article