Learning high-order interactions for polygenic risk prediction

• Michela C. Massi ,

  Contributed equally to this work with: Michela C. Massi, Nicola R. Franco

  Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

  * E-mail: michela.massi@fht.org

  Affiliations MOX, Department of Mathematics, Politecnico di Milano, Milan, Italy, HDSC - Health Data Science Centre, Human Technopole, Milan, Italy

  https://orcid.org/0000-0001-5393-8180

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• Nicola R. Franco ,

  Contributed equally to this work with: Michela C. Massi, Nicola R. Franco

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft

  Affiliation MOX, Department of Mathematics, Politecnico di Milano, Milan, Italy

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• Andrea Manzoni,

  Roles Supervision, Writing – review & editing

  Affiliation MOX, Department of Mathematics, Politecnico di Milano, Milan, Italy

  https://orcid.org/0000-0001-8277-2802

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• Anna Maria Paganoni,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation MOX, Department of Mathematics, Politecnico di Milano, Milan, Italy

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• Hanla A. Park,

  Roles Data curation, Writing – review & editing

  Affiliations Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany, Medical Faculty, University of Heidelberg, Heidelberg, Germany

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• Michael Hoffmeister,

  Roles Data curation

  Affiliation Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany

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• Hermann Brenner,

  Roles Data curation

  Affiliations Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany, Division of Preventive Oncology, National Center for Tumor Diseases (NCT) and German Cancer Research Center (DKFZ), Heidelberg, Germany, German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany

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• Jenny Chang-Claude,

  Roles Data curation, Writing – review & editing

  Affiliations Division of Cancer Epidemiology, German Cancer Research Center (DKFZ), Heidelberg, Germany, Cancer Epidemiology Group, University Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany

  https://orcid.org/0000-0001-8919-1971

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• Francesca Ieva,

  Roles Supervision, Writing – review & editing

  Affiliations MOX, Department of Mathematics, Politecnico di Milano, Milan, Italy, HDSC - Health Data Science Centre, Human Technopole, Milan, Italy

  https://orcid.org/0000-0003-0165-1983

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• Paolo Zunino

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation MOX, Department of Mathematics, Politecnico di Milano, Milan, Italy

  https://orcid.org/0000-0002-2470-0189

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