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Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations.

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第一作者: Joseph E,Alderman
第一单位: University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; University of Birmingham, Birmingham, UK.
作者单位: University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; University of Birmingham, Birmingham, UK. [1] Department of Bioethics, The Hospital for Sick Children, Toronto, ON, Canada; Genetics and Genome Biology, SickKids Research Institute, Toronto, ON, Canada. [2] University of Birmingham, Birmingham, UK; Roche Diagnostics, Rotkreuz, Switzerland; Hughes Hall, Cambridge, UK. [3] Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA; Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA. [4] Google Research, Mountain View, CA, USA. [5] Google Research, Montreal, Quebec, USA. [6] Google, Mountain View, CA, USA. [7] Department of Computing, Imperial College London, London, UK. [8] University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; Birmingham Health Partners Centre for Regulatory Science and Innovation, Birmingham, UK; NIHR Applied Research Collaboration West Midlands, Birmingham, UK; NIHR Blood and Transplant Research Unit in Precision Transplant and Cellular Therapeutics, Birmingham, UK. [9] Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA. [10] University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK. [11] Independent Cancer Patients' Voice, London, UK; Patient and Public Contributor, Sheffield, UK. [12] NIHR Sheffield Biomedical Research Centre, Sheffield, UK. [13] School of Medicine and Population Health, University of Sheffield, Sheffield, UK. [14] patient and public contributor, Munich, Germany. [15] Institute of Women's Health, University College London, London, UK. [16] Tethyan Consulting, Canberra, Australia. [17] Oxford University Hospitals NHS Foundation Trust, Oxford, UK; University of Oxford, Oxford, UK. [18] Institute of Health Informatics, University College London, London, UK; PATH, Seattle, WA, USA; Wellcome Trust, London, UK. [19] Population Health Sciences Institute, Newcastle University, Newcastle, UK; Health Determinants Research Collaboration, Gateshead Council, Gateshead, UK. [20] Google, London, UK. [21] Leeds Teaching Hospitals NHS Trust, Leeds, UK; University of Leeds, Leeds, UK; Department of Clinical Pathology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden. [22] Genomics England, London, UK; The Alan Turing Institute, London, UK. [23] Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia. [24] Medicines and Healthcare products Regulatory Agency, London, UK. [25] Department of Biomedical Informatics, Harvard Medical School, Harvard University, Cambridge, MA, USA. [26] African Biobanks and Longitudinal Epidemiologic Ecosystem, Ibadan, Nigeria. [27] Health Research Authority, London, UK. [28] NIHR Great Ormond Street Hospital Biomedical Research Centre at UCL, University College London, London, UK. [29] King Hussein Cancer Centre, Amman, Jordan. [30] Harrison.ai, Sydney, NSW, Australia; Alfred Health, Melbourne, VIC, Australia; Monash University, Melbourne, VIC, Australia. [31] Population Data Science, Swansea University Medical School, Faculty of Medicine, Health and Life Science, Swansea University, Wales, UK. [32] All of Us Research Program, National Institutes of Health, Office of the Director, Bethesda, MD, USA. [33] Department of Radiology, Emory University School of Medicine, Atlanta, GA, USA. [34] Nature Research, London, UK. [35] The Lancet Digital Health, The Lancet, London, UK. [36] Department of Biomedical Sciences and Engineering, Mbarara University of Science and Technology, Mbarara, Uganda. [37] Dermatopharmacology, Faculty of Medicine, Southampton, UK; Department of Dermatology, University Hospitals Southampton NHS Foundation Trust, Southampton, UK. [38] School of Clinical Medicine, Cambridge, UK; University of Cambridge, Cambridge, UK. [39] WHO, Geneva, Switzerland. [40] Victor Phillip Dahdaleh Heart and Lung Research Institute, Cambridge, UK. [41] University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; Centre for Patient Reported Outcomes Research, School of Health Sciences, College of Medical and Dental Sciences, Birmingham, UK; University of Birmingham, Birmingham, UK; PIONEER, HDR UK Health Data Hub in Acute Care, Birmingham, UK; NIHR Midlands Applied Research Collaboration, Acute Care Theme, West Midlands, UK; NIHR Midlands Patient Safety Collaboration, Birmingham, UK. [42] University of Southampton, Southampton, UK; National Institute for Health and Care Research, Southampton, UK. [43] British Standards Institute, London, UK. [44] University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; Birmingham Health Partners Centre for Regulatory Science and Innovation, Birmingham, UK; Centre for Patient Reported Outcomes Research, School of Health Sciences, College of Medical and Dental Sciences, Birmingham, UK; University of Birmingham, Birmingham, UK; NIHR Biomedical Research Centre, Moorfields Eye Hospital and University College London, London, UK. [45] University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK; National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK; Centre for Patient Reported Outcomes Research, School of Health Sciences, College of Medical and Dental Sciences, Birmingham, UK; University of Birmingham, Birmingham, UK. Electronic address: x.liu.8@bham.ac.uk. [46]
DOI 10.1016/S2589-7500(24)00224-3
PMID 39701919
发布时间 2025-05-30
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The Lancet. Digital health

The Lancet. Digital health

2025年7卷1期

e64-e88页

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