Tackling bias in AI health datasets through the STANDING Together initiative.

Journal: Nature medicine
Published Date:

Abstract

No abstract available for this article.

Authors

  • Shaswath Ganapathi
    College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK.
  • Jo Palmer
    University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
  • Joseph E Alderman
    University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
  • Melanie Calvert
    Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, UK.
  • Cyrus Espinoza
    Patient Partner, Birmingham, UK.
  • Jacqui Gath
    Patient Partner, Birmingham, UK.
  • Marzyeh Ghassemi
    Electrical Engineering and Computer Science, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States.
  • Katherine Heller
    Department of Statistical Sciences.
  • Francis McKay
    The Ethox Centre and the Wellcome Centre for Ethics and Humanities, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
  • Alan Karthikesalingam
    Department of Outcomes Research, St George's Vascular Institute, London, SW17 0QT, United Kingdom.
  • Stephanie Kuku
    Institute of Women's Health, University College London, London, UK.
  • Maxine Mackintosh
    Genomics England, London, UK.
  • Sinduja Manohar
    Health Data Research, London, UK.
  • Bilal A Mateen
    Alan Turing Institute, Kings Cross, London, UK.
  • Rubeta Matin
    Oxford University Hospitals NHS Foundation Trust, Oxford, UK.
  • Melissa McCradden
    Department of Bioethics, The Hospital for Sick Kids, Toronto, Ontario, Canada.
  • Lauren Oakden-Rayner
    School of Public Health, University of Adelaide, Adelaide, SA, Australia; Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia. Electronic address: lauren.oakden-rayner@adelaide.edu.au.
  • Johan Ordish
    Medicines and Healthcare Products Regulatory Agency, London, UK.
  • Russell Pearson
    Medicines and Healthcare Products Regulatory Agency, London, UK.
  • Stephen R Pfohl
    Stanford Center for Biomedical Informatics Research, Stanford University, 1265 Welch Road, Stanford, CA 94305, United States of America. Electronic address: spfohl@stanford.edu.
  • Negar Rostamzadeh
    Google Research, Montreal, Canada.
  • Elizabeth Sapey
    University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
  • Neil Sebire
    Health Data Research UK, London, UK.
  • Viknesh Sounderajah
    Institute of Global Health Innovation, Imperial College London, London, UK.
  • Charlotte Summers
    Division of Anaesthesia, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK.
  • Darren Treanor
    Leeds Teaching Hospitals NHS Trust, Leeds, UK.
  • Alastair K Denniston
    Centre for Patient Reported Outcomes Research Institute of Applied Health Research University of Birmingham Birmingham Reino Unido Centre for Patient Reported Outcomes Research, Institute of Applied Health Research, University of Birmingham, Birmingham, Reino Unido.
  • Xiaoxuan Liu
    Birmingham Health Partners Centre for Regulatory Science and Innovation University of Birmingham Birmingham Reino Unido Birmingham Health Partners Centre for Regulatory Science and Innovation, University of Birmingham, Birmingham, Reino Unido.