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Paper Details

The value of standards for health datasets in artificial intelligence-based applications.
Nat Med
5
2023
Artificial Intelligence, Consensus, Delivery of Health Care, Humans
Author NameAffiliation
Anmol AroraSchool of Clinical Medicine, University of Cambridge
Joseph E AldermanInstitute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham
Joseph E AldermanUniversity Hospitals Birmingham NHS Foundation Trust
Joseph E AldermanNational Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham
Joanne PalmerUniversity Hospitals Birmingham NHS Foundation Trust
Joanne PalmerNational Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham
Shaswath GanapathiSandwell and West Birmingham Hospitals NHS Trust
Elinor LawsInstitute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham
Elinor LawsUniversity Hospitals Birmingham NHS Foundation Trust
Elinor LawsNational Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham
Melissa D McCraddenThe Hospital for Sick Children
Melissa D McCradden
Melissa D McCraddenDalla Lana School of Public Health
Lauren Oakden-RaynerThe Australian Institute for Machine Learning, University of Adelaide
Stephen R PfohlGoogle Research
Marzyeh GhassemiMassachusetts Institute of Technology
Marzyeh GhassemiInstitute for Medical Engineering & Science, Massachusetts Institute of Technology
Marzyeh GhassemiVector Institute
Francis McKayThe Ethox Centre and the Wellcome Centre for Ethics and Humanities, University of Oxford
Darren TreanorLeeds Teaching Hospitals NHS Trust
Darren TreanorUniversity of Leeds
Darren TreanorLinkoping University
Darren TreanorCenter for Medical Image Science and Visualization, Linkoping University
Negar RostamzadehGoogle Research
Bilal A MateenInstitute for Health Informatics, University College London
Bilal A Mateen
Jacqui Gath
Adewole O Adebajo
Stephanie KukuInstitute of Women's Health
Rubeta N MatinOxford University Hospitals NHS Foundation Trust
Katherine HellerGoogle Research
Elizabeth SapeyInstitute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham
Elizabeth SapeyUniversity Hospitals Birmingham NHS Foundation Trust
Elizabeth SapeyNational Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham
Elizabeth SapeyInstitute of Inflammation and Ageing, University of Birmingham
Neil J SebireNational Institute for Health and Care Research, Great Ormond Street Hospital Biomedical Research Centre
Neil J SebireGreat Ormond Street Institute of Child Health, University Hospital London
Neil J SebireNational Institute for Health and Care Research, Great Ormond Street Hospital Biomedical Research Centre
Neil J SebireGreat Ormond Street Institute of Child Health, University Hospital London
Heather Cole-LewisGoogle Research
Melanie CalvertNational Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham
Melanie CalvertUniversity of Birmingham
Melanie CalvertInstitute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham
Melanie CalvertNational Institute for Health and Care Research Applied Research Collaboration West Midlands, University of Birmingham
Melanie CalvertNational Institute for Health and Care Research Birmingham-Oxford Blood and Transplant Research Unit in Precision Transplant and Cellular Therapeutics, University of Birmingham
Melanie CalvertUniversity of Birmingham
Melanie CalvertUniversity of Birmingham
Alastair K DennistonInstitute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham
Alastair K DennistonUniversity Hospitals Birmingham NHS Foundation Trust
Alastair K DennistonNational Institute for Health and Care Research Birmingham Biomedical Research Centre, University of Birmingham
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