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Studying the association of diabetes and healthcare cost on distributed data from the Maastricht Study and Statistics Netherlands using a privacy-preserving federated learning infrastructure.
Sun, Chang; van Soest, Johan; Koster, Annemarie; Eussen, Simone J P M; Schram, Miranda T; Stehouwer, Coen D A; Dagnelie, Pieter C; Dumontier, Michel.
Affiliation
  • Sun C; Institute of Data Science, Faculty of Science and Engineering, Maastricht University, Maastricht, The Netherlands. Electronic address: chang.sun@maastrichtuniversity.nl.
  • van Soest J; Brightlands Institute of Smart Society, Faculty of Science and Engineering, Maastricht University, Heerlen, The Netherlands.
  • Koster A; Department of Social Medicine, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands; Care and Public Health Research Institute, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.
  • Eussen SJPM; School for Cardiovascular Diseases, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands; Department of Epidemiology, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.
  • Schram MT; School for Cardiovascular Diseases, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands; Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands; School for Mental Health and Neuroscience, Faculty of Health, Me
  • Stehouwer CDA; School for Cardiovascular Diseases, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands; Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.
  • Dagnelie PC; School for Cardiovascular Diseases, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands; Department of Internal Medicine, Maastricht University Medical Centre+, Maastricht, The Netherlands.
  • Dumontier M; Institute of Data Science, Faculty of Science and Engineering, Maastricht University, Maastricht, The Netherlands.
J Biomed Inform ; 134: 104194, 2022 10.
Article in En | MEDLINE | ID: mdl-36064113
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prediabetic State / Diabetes Mellitus, Type 2 Type of study: Health_economic_evaluation / Risk_factors_studies Aspects: Ethics Limits: Humans Country/Region as subject: Europa Language: En Journal: J Biomed Inform Journal subject: INFORMATICA MEDICA Year: 2022 Document type: Article Country of publication: United States
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Prediabetic State / Diabetes Mellitus, Type 2 Type of study: Health_economic_evaluation / Risk_factors_studies Aspects: Ethics Limits: Humans Country/Region as subject: Europa Language: En Journal: J Biomed Inform Journal subject: INFORMATICA MEDICA Year: 2022 Document type: Article Country of publication: United States