Osteoporotic hip fracture prediction from risk factors available in administrative claims data – A machine learning approach

• Alexander Engels ,

  Contributed equally to this work with: Alexander Engels, Katrin C. Reber

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

  * E-mail: a.engels@uke.de

  Affiliation Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical-Centre Hamburg-Eppendorf, Hamburg, Germany

  http://orcid.org/0000-0003-4942-9994

  ⨯
• Katrin C. Reber ,

  Contributed equally to this work with: Alexander Engels, Katrin C. Reber

  Roles Conceptualization, Data curation, Methodology, Validation, Writing – original draft

  Affiliation Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical-Centre Hamburg-Eppendorf, Hamburg, Germany

  ⨯
• Ivonne Lindlbauer,

  Roles Conceptualization, Data curation, Writing – review & editing

  Affiliation Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical-Centre Hamburg-Eppendorf, Hamburg, Germany

  ⨯
• Kilian Rapp,

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

  Affiliation Department of Clinical Gerontology and Rehabilitation, Robert-Bosch-Hospital, Stuttgart, Germany

  ⨯
• Gisela Büchele,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Epidemiology and Medical Biometry, University of Ulm, Germany

  ⨯
• Jochen Klenk,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Epidemiology and Medical Biometry, University of Ulm, Germany

  ⨯
• Andreas Meid,

  Roles Writing – review & editing

  Affiliation Department of Clinical Pharmacology and Pharmacoepidemiology, University of Heidelberg, Heidelberg, Germany

  http://orcid.org/0000-0003-3537-3205

  ⨯
• Clemens Becker,

  Roles Project administration, Writing – review & editing

  Affiliation Department of Clinical Gerontology and Rehabilitation, Robert-Bosch-Hospital, Stuttgart, Germany

  ⨯
• Hans-Helmut König

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

  Affiliation Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical-Centre Hamburg-Eppendorf, Hamburg, Germany

  ⨯