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Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data.

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Title: Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data.
Authors: Fang C; Department of Computer Science, University of Toronto, Canada; Peter Munk Cardiac Centre, University Health Network, Canada; Vector Institute, Toronto, Canada., Dziedzic A; Vector Institute, Toronto, Canada; CISPA Helmholtz Center for Information Security, Germany; Department of Electrical and Computer Engineering, University of Toronto, Canada., Zhang L; Peter Munk Cardiac Centre, University Health Network, Canada; Simon Fraser University, Canada., Oliva L; Peter Munk Cardiac Centre, University Health Network, Canada., Verma A; St. Michael's Hospital, Unity Health Toronto, Canada; Department of Medicine, University of Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Canada., Razak F; St. Michael's Hospital, Unity Health Toronto, Canada; Department of Medicine, University of Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Canada., Papernot N; Department of Computer Science, University of Toronto, Canada; Vector Institute, Toronto, Canada; Department of Electrical and Computer Engineering, University of Toronto, Canada. Electronic address: nicolas.papernot@utoronto.ca., Wang B; Department of Computer Science, University of Toronto, Canada; Peter Munk Cardiac Centre, University Health Network, Canada; Vector Institute, Toronto, Canada; Department of Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, University of Toronto, Canada. Electronic address: bowang@vectorinstitute.ai.
Source: EBioMedicine [EBioMedicine] 2024 Mar; Vol. 101, pp. 105006. Date of Electronic Publication: 2024 Feb 19.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier B.V Country of Publication: Netherlands NLM ID: 101647039 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2352-3964 (Electronic) Linking ISSN: 23523964 NLM ISO Abbreviation: EBioMedicine Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Decentralised, collaborative, and privacy-preserving machine learning for multi-hospital data.
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  Data: <searchLink fieldCode="AU" term="%22Fang+C%22">Fang C</searchLink>; Department of Computer Science, University of Toronto, Canada; Peter Munk Cardiac Centre, University Health Network, Canada; Vector Institute, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Dziedzic+A%22">Dziedzic A</searchLink>; Vector Institute, Toronto, Canada; CISPA Helmholtz Center for Information Security, Germany; Department of Electrical and Computer Engineering, University of Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Peter Munk Cardiac Centre, University Health Network, Canada; Simon Fraser University, Canada.<br /><searchLink fieldCode="AU" term="%22Oliva+L%22">Oliva L</searchLink>; Peter Munk Cardiac Centre, University Health Network, Canada.<br /><searchLink fieldCode="AU" term="%22Verma+A%22">Verma A</searchLink>; St. Michael's Hospital, Unity Health Toronto, Canada; Department of Medicine, University of Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Razak+F%22">Razak F</searchLink>; St. Michael's Hospital, Unity Health Toronto, Canada; Department of Medicine, University of Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Papernot+N%22">Papernot N</searchLink>; Department of Computer Science, University of Toronto, Canada; Vector Institute, Toronto, Canada; Department of Electrical and Computer Engineering, University of Toronto, Canada. Electronic address: nicolas.papernot@utoronto.ca.<br /><searchLink fieldCode="AU" term="%22Wang+B%22">Wang B</searchLink>; Department of Computer Science, University of Toronto, Canada; Peter Munk Cardiac Centre, University Health Network, Canada; Vector Institute, Toronto, Canada; Department of Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, University of Toronto, Canada. Electronic address: bowang@vectorinstitute.ai.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+B%2EV%22">Elsevier B.V </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>101647039 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2352-3964 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223523964%22">23523964 </searchLink><i>NLM ISO Abbreviation: </i>EBioMedicine <i>Subsets: </i>MEDLINE
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        Text: English
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              Text: 2024 Mar
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