Best practices in the real-world data life cycle

• Joe Zhang ,

  * E-mail: joe.zhang@imperial.ac.uk (JZ); sara.eapen@gmail.com (SE); s.budhdeo@ucl.ac.uk (SB)

  Affiliations Instititute of Global Health Innovation, Imperial College London, London, United Kingdom, Department of Critical Care, King’s College Hospital, London, United Kingdom

  https://orcid.org/0000-0001-6040-2122

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• Joshua Symons,

  Affiliation Genomics England, London, United Kingdom

  https://orcid.org/0000-0002-7016-1104

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• Paul Agapow,

  Affiliation AstraZeneca, Cambridge, United Kingdom

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• James T. Teo,

  Affiliations Department of Neurology, King’s College Hospital, London, United Kingdom, London Medical Imaging & AI Centre, Guy’s and St. Thomas’ Hospital, London, United Kingdom

  https://orcid.org/0000-0002-6899-8319

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• Claire A. Paxton,

  Affiliation Verana Health, San Francisco, United States of America

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• Jordan Abdi,

  Affiliation Holmusk, London, United Kingdom

  https://orcid.org/0000-0002-2096-9658

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• Heather Mattie,

  Affiliation Harvard T H Chan School of Public Health, Harvard University, Cambridge, United States of America

  https://orcid.org/0000-0002-1263-2537

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• Charlie Davie,

  Affiliations Department of Neurology, Royal Free Hospital, London, United Kingdom, UCLPartners, London, United Kingdom, DATA-CAN UK Health Data Research Hub for Cancer, London, United Kingdom

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• Aracelis Z. Torres,

  Affiliation Verana Health, San Francisco, United States of America

  https://orcid.org/0000-0001-8576-9887

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• Amos Folarin,

  Affiliation Maudsley Biomedical Research Centre, King’s College London, London, United Kingdom

  https://orcid.org/0000-0002-0333-1927

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• Harpreet Sood,

  Affiliation Health Education England, London, United Kingdom

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• Leo A. Celi,

  Affiliations Harvard T H Chan School of Public Health, Harvard University, Cambridge, United States of America, Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, United States of America

  https://orcid.org/0000-0001-6712-6626

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• John Halamka,

  Affiliation Mayo Clinic, Rochester, United States of America

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• Sara Eapen ,

  * E-mail: joe.zhang@imperial.ac.uk (JZ); sara.eapen@gmail.com (SE); s.budhdeo@ucl.ac.uk (SB)

  Affiliation Valo Health, Boston, United States of America

  https://orcid.org/0000-0001-6549-8290

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• Sanjay Budhdeo

  * E-mail: joe.zhang@imperial.ac.uk (JZ); sara.eapen@gmail.com (SE); s.budhdeo@ucl.ac.uk (SB)

  Affiliations Department of Neurology, National Hospital for Neurology and Neurosurgery, London, United Kingdom, Department of Clinical and Movement Neurosciences, University College London, London, United Kingdom, School of Biomedical Engineering and Imaging Sciences, King’s College London, London, United Kingdom

  https://orcid.org/0000-0001-5377-6142

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