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Group spike-and-slab lasso generalized linear models for disease prediction and associated genes detection by incorporating pathway information.
Tang, Zaixiang; Shen, Yueping; Li, Yan; Zhang, Xinyan; Wen, Jia; Qian, Chen'ao; Zhuang, Wenzhuo; Shi, Xinghua; Yi, Nengjun.
Afiliación
  • Tang Z; Department of Biostatistics, School of Public Health.
  • Shen Y; Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases.
  • Li Y; Center for Genetic Epidemiology and Genomics, Medical College of Soochow University, Suzhou 215123, China.
  • Zhang X; Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL 35294, USA.
  • Wen J; Department of Biostatistics, School of Public Health.
  • Qian C; Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases.
  • Zhuang W; Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL 35294, USA.
  • Shi X; Department of Biostatistics, University of Alabama at Birmingham, Birmingham, AL 35294, USA.
  • Yi N; Department of Bioinformatics and Genomics, University of North Carolina at Charlotte, Charlotte, NC 28223, USA.
Bioinformatics ; 34(6): 901-910, 2018 03 15.
Article en En | MEDLINE | ID: mdl-29077795
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Pronóstico / Algoritmos / Biología Computacional / Redes y Vías Metabólicas / Genes / Modelos Biológicos Tipo de estudio: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2018 Tipo del documento: Article
Texto completo
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Pronóstico / Algoritmos / Biología Computacional / Redes y Vías Metabólicas / Genes / Modelos Biológicos Tipo de estudio: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: Bioinformatics Asunto de la revista: INFORMATICA MEDICA Año: 2018 Tipo del documento: Article