Developing a prototype for federated analysis to enhance privacy and enable trustworthy access to COVID-19 research data.

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第一作者： Solmaz,Eradat Oskoui

第一单位： Aridhia Informatics, UK; Usher Institute, University of Edinburgh, Edinburgh, UK.

作者： Solmaz,Eradat Oskoui ^[1] ; Matthew,Retford ^[2] ; Eoghan,Forde ^[3] ; Rodrigo,Barnes ^[3] ; Karen,J Hunter ^[4] ; Anne,Wozencraft ^[4] ; Simon,Thompson ^[5] ; Chris,Orton ^[5] ; David,Ford ^[5] ; Sharon,Heys ^[5] ; Julie,Kennedy ^[5] ; Cynthia,McNerney ^[5] ; Jeffrey,Peng ^[5] ; Hamed,Ghanbariadolat ^[5] ; Sarah,Rees ^[5] ; Rachel,H Mulholland ^[6] ; Aziz,Sheikh ^[6] ; David,Burgner ^[7] ; Meredith,Brockway ^[8] ; Meghan,B Azad ^[9] ; Natalie,Rodriguez ^[9] ; Helga,Zoega ^[10] ; Sarah,J Stock ^[6] ; Clara,Calvert ^[11] ; Jessica,E Miller ^[12] ; Nicole,Fiorentino ^[13] ; Amy,Racine ^[14] ; Jonas,Haggstrom ^[14] ; Neil,Postlethwaite ^[4]

作者单位： Aridhia Informatics, UK; Usher Institute, University of Edinburgh, Edinburgh, UK. ^[1] Health Data Research UK (HDR UK) , UK. Electronic address: matthew.retford@hdruk.ac.uk. ^[2] Aridhia Informatics, UK. ^[3] Health Data Research UK (HDR UK) , UK. ^[4] Swansea University Medical School, UK. ^[5] Usher Institute, University of Edinburgh, Edinburgh, UK. ^[6] Infection, Immunity and Global Health Theme, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia; Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia. ^[7] Faculty of Nursing, University of Calgary, Canada; Alberta Children's Hospital Research Institute, Calgary, AB, Canada. ^[8] Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada; Children's Hospital Research Institute of Manitoba, Winnipeg, Canada. ^[9] Centre of Public Health Sciences, Faculty of Medicine, University of Iceland, Reykjavík, Iceland. ^[10] Usher Institute, University of Edinburgh, Edinburgh, UK; Department of Population Health, London School of Hygiene and Tropical Medicine, UK. ^[11] Infection, Immunity and Global Health Theme, Murdoch Children's Research Institute, Royal Children's Hospital, Parkville, Victoria, Australia. ^[12] Pediatrics and Child Health, University of Manitoba, Winnipeg, Canada. ^[13] Cytel, USA. ^[14]

关键词 COVID-19 Data Re-use Federated Analytics Federated Networks Health Data Research Privacy-Preserving Secondary Data

主题词人类(Humans);机密(Confidentiality);计算机安全(Computer Security);隐私权(Privacy);数据库, 事实型(Databases, Factual);疾病大流行(Pandemics)

DOI 10.1016/j.ijmedinf.2024.105708

PMID 39642590

发布时间 2025-02-10

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