From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach

• Ann-Kristin Becker,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Institute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany

  https://orcid.org/0000-0003-1906-0583

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• Marcus Dörr,

  Roles Data curation, Resources, Writing – review & editing

  Affiliations Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany, German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany

  https://orcid.org/0000-0001-7471-475X

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• Stephan B. Felix,

  Roles Data curation, Resources, Writing – review & editing

  Affiliations Department of Internal Medicine B, University Medicine Greifswald, Greifswald, Germany, German Centre for Cardiovascular Research (DZHK), partner site Greifswald, Greifswald, Germany

  https://orcid.org/0000-0002-0744-091X

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• Fabian Frost,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Internal Medicine A, University Medicine Greifswald, Greifswald, Germany

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• Hans J. Grabe,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Psychiatry, University Medicine Greifswald, Greifswald, Germany

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• Markus M. Lerch,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Department of Internal Medicine A, University Medicine Greifswald, Greifswald, Germany

  https://orcid.org/0000-0002-9643-8263

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• Matthias Nauck,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Institute of Clinical Chemistry and Laboratory Medicine, University Medicine Greifswald, Greifswald, Germany

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• Uwe Völker,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Interfaculty Institute of Genetics and Functional Genomics, Department of Functional Genomics, University Medicine Greifswald, Greifswald, Germany

  https://orcid.org/0000-0002-5689-3448

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• Henry Völzke,

  Roles Data curation, Resources, Writing – review & editing

  Affiliation Institute of Community Medicine, SHIP/KEF, University Medicine Greifswald, Greifswald, Germany

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• Lars Kaderali

  Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

  * E-mail: lars.kaderali@uni-greifswald.de

  Affiliation Institute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany

  https://orcid.org/0000-0002-2359-2294

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