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Machine Learning for Health: Algorithm Auditing & Quality Control.

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Title: Machine Learning for Health: Algorithm Auditing & Quality Control.
Authors: Oala L; Fraunhofer HHI, Berlin, Germany. luis.oala@hhi.fraunhofer.de., Murchison AG; Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom., Balachandran P; Technical Consultant (Digital Health), Thiruvananthapuram, India., Choudhary S; University of Oxford, Oxford, United Kingdom., Fehr J; Hasso-Plattner-Institute of Digital Engineering, Potsdam, Germany., Leite AW; Machine Learning Laboratory in Finance and Organizations, Universidade de Brasília, Brasília, Brazil., Goldschmidt PG; World Development Group Inc, Bethesda, MD, USA., Johner C; Johner Institute, Konstanz, Germany., Schörverth EDM; Fraunhofer HHI, Berlin, Germany., Nakasi R; Makerere University, Kampala, Uganda., Meyer M; Siemens Healthineers, Erlangen, Germany., Cabitza F; University of Milano-Bicocca, Milan, Italy., Baird P; Philips, New Kensington, USA., Prabhu C; Office of the Auditor General of Norway, Oslo, Norway., Weicken E; Fraunhofer HHI, Berlin, Germany., Liu X; University Hospitals Birmingham NHS Foundation Trust & Academic Unit of Ophthalmology, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom., Wenzel M; Fraunhofer HHI, Berlin, Germany., Vogler S; Bayer AG, Berlin, Germany., Akogo D; minoHealth AI Labs, Accra, Ghana., Alsalamah S; Information Systems Department, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia.; Digital Health and Innovation Department, Science Division, World Health Organization, Winterthur, Switzerland., Kazim E; University College London, London, United Kingdom., Koshiyama A; University College London, London, United Kingdom., Piechottka S; Open Regulatory, Bonn, Germany., Macpherson S; MIOTIFY LTD, London, United Kingdom., Shadforth I; MIOTIFY LTD, London, United Kingdom., Geierhofer R; IEC TC62 and Siemens Healthineers, Erlangen, Germany., Matek C; Helmholtz Zentrum München, Neuherberg, Germany., Krois J; Oral Diagnostics Digital Health Health Services Research, Charité-Universitätsmedizin, Berlin, Germany., Sanguinetti B; Dotphoton AG, Zug, Switzerland., Arentz M; Department of Global Health, University of Washington, Washington, USA., Bielik P; LatticeFlow & ETH Zurich, Zürich, Switzerland., Calderon-Ramirez S; De Montfort University & Instituto Tecnologico de Costa Rica, Cartago, Costa Rica., Abbood A; Robert Koch Institut, Berlin, Germany., Langer N; Department of Psychology, University of Zurich, Zürich, Switzerland., Haufe S; Technische Universität Berlin, Berlin, Germany., Kherif F; Laboratory for Research in Neuroimaging, Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland., Pujari S; Digital Health and Innovation Department, Science Division, World Health Organization, Winterthur, Switzerland., Samek W; Fraunhofer HHI, Berlin, Germany., Wiegand T; Fraunhofer HHI, Berlin, Germany.
Source: Journal of medical systems [J Med Syst] 2021 Nov 02; Vol. 45 (12), pp. 105. Date of Electronic Publication: 2021 Nov 02.
Publication Type: Editorial
Journal Info: Publisher: Kluwer Academic/Plenum Publishers Country of Publication: United States NLM ID: 7806056 Publication Model: Electronic Cited Medium: Internet ISSN: 1573-689X (Electronic) Linking ISSN: 01485598 NLM ISO Abbreviation: J Med Syst Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Oala+L%22">Oala L</searchLink>; Fraunhofer HHI, Berlin, Germany. luis.oala@hhi.fraunhofer.de.<br /><searchLink fieldCode="AU" term="%22Murchison+AG%22">Murchison AG</searchLink>; Oxford University Hospitals NHS Foundation Trust, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Balachandran+P%22">Balachandran P</searchLink>; Technical Consultant (Digital Health), Thiruvananthapuram, India.<br /><searchLink fieldCode="AU" term="%22Choudhary+S%22">Choudhary S</searchLink>; University of Oxford, Oxford, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Fehr+J%22">Fehr J</searchLink>; Hasso-Plattner-Institute of Digital Engineering, Potsdam, Germany.<br /><searchLink fieldCode="AU" term="%22Leite+AW%22">Leite AW</searchLink>; Machine Learning Laboratory in Finance and Organizations, Universidade de Brasília, Brasília, Brazil.<br /><searchLink fieldCode="AU" term="%22Goldschmidt+PG%22">Goldschmidt PG</searchLink>; World Development Group Inc, Bethesda, MD, USA.<br /><searchLink fieldCode="AU" term="%22Johner+C%22">Johner C</searchLink>; Johner Institute, Konstanz, Germany.<br /><searchLink fieldCode="AU" term="%22Schörverth+EDM%22">Schörverth EDM</searchLink>; Fraunhofer HHI, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Nakasi+R%22">Nakasi R</searchLink>; Makerere University, Kampala, Uganda.<br /><searchLink fieldCode="AU" term="%22Meyer+M%22">Meyer M</searchLink>; Siemens Healthineers, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Cabitza+F%22">Cabitza F</searchLink>; University of Milano-Bicocca, Milan, Italy.<br /><searchLink fieldCode="AU" term="%22Baird+P%22">Baird P</searchLink>; Philips, New Kensington, USA.<br /><searchLink fieldCode="AU" term="%22Prabhu+C%22">Prabhu C</searchLink>; Office of the Auditor General of Norway, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Weicken+E%22">Weicken E</searchLink>; Fraunhofer HHI, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Liu+X%22">Liu X</searchLink>; University Hospitals Birmingham NHS Foundation Trust & Academic Unit of Ophthalmology, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Wenzel+M%22">Wenzel M</searchLink>; 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MIOTIFY LTD, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Shadforth+I%22">Shadforth I</searchLink>; MIOTIFY LTD, London, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Geierhofer+R%22">Geierhofer R</searchLink>; IEC TC62 and Siemens Healthineers, Erlangen, Germany.<br /><searchLink fieldCode="AU" term="%22Matek+C%22">Matek C</searchLink>; Helmholtz Zentrum München, Neuherberg, Germany.<br /><searchLink fieldCode="AU" term="%22Krois+J%22">Krois J</searchLink>; Oral Diagnostics Digital Health Health Services Research, Charité-Universitätsmedizin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Sanguinetti+B%22">Sanguinetti B</searchLink>; Dotphoton AG, Zug, Switzerland.<br /><searchLink fieldCode="AU" term="%22Arentz+M%22">Arentz M</searchLink>; Department of Global Health, University of Washington, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Bielik+P%22">Bielik P</searchLink>; LatticeFlow & ETH Zurich, Zürich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Calderon-Ramirez+S%22">Calderon-Ramirez S</searchLink>; De Montfort University & Instituto Tecnologico de Costa Rica, Cartago, Costa Rica.<br /><searchLink fieldCode="AU" term="%22Abbood+A%22">Abbood A</searchLink>; Robert Koch Institut, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Langer+N%22">Langer N</searchLink>; Department of Psychology, University of Zurich, Zürich, Switzerland.<br /><searchLink fieldCode="AU" term="%22Haufe+S%22">Haufe S</searchLink>; Technische Universität Berlin, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Kherif+F%22">Kherif F</searchLink>; Laboratory for Research in Neuroimaging, Department of Clinical Neuroscience, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.<br /><searchLink fieldCode="AU" term="%22Pujari+S%22">Pujari S</searchLink>; Digital Health and Innovation Department, Science Division, World Health Organization, Winterthur, Switzerland.<br /><searchLink fieldCode="AU" term="%22Samek+W%22">Samek W</searchLink>; Fraunhofer HHI, Berlin, Germany.<br /><searchLink fieldCode="AU" term="%22Wiegand+T%22">Wiegand T</searchLink>; Fraunhofer HHI, Berlin, Germany.
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  Data: <searchLink fieldCode="JN" term="%227806056%22">Journal of medical systems</searchLink> [J Med Syst] 2021 Nov 02; Vol. 45 (12), pp. 105. <i>Date of Electronic Publication: </i>2021 Nov 02.
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