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Causal feature selection using a knowledge graph combining structured knowledge from the biomedical literature and ontologies: A use case studying depression as a risk factor for Alzheimer's disease.
Malec, Scott A; Taneja, Sanya B; Albert, Steven M; Elizabeth Shaaban, C; Karim, Helmet T; Levine, Arthur S; Munro, Paul; Callahan, Tiffany J; Boyce, Richard D.
Afiliación
  • Malec SA; Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
  • Taneja SB; Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA.
  • Albert SM; Department of Behavioral and Community Health Sciences, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
  • Elizabeth Shaaban C; Department of Epidemiology, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
  • Karim HT; Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, USA; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.
  • Levine AS; Department of Neurobiology, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; The Brain Institute, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA.
  • Munro P; School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA.
  • Callahan TJ; Department of Biomedical Informatics, Columbia University, New York, NY, USA.
  • Boyce RD; Department of Biomedical Informatics, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA; Intelligent Systems Program, University of Pittsburgh, Pittsburgh, PA, USA.
J Biomed Inform ; 142: 104368, 2023 06.
Article en En | MEDLINE | ID: mdl-37086959
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Alzheimer Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Biomed Inform Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Estados Unidos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Alzheimer Tipo de estudio: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Biomed Inform Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Estados Unidos