Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations.
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:
Joseph E,Alderman [1]
;
Joanne,Palmer [1]
;
Elinor,Laws [1]
;
Melissa D,McCradden [2]
;
Johan,Ordish [3]
;
Marzyeh,Ghassemi [4]
;
Stephen R,Pfohl [5]
;
Negar,Rostamzadeh [6]
;
Heather,Cole-Lewis [7]
;
Ben,Glocker [8]
;
Melanie,Calvert [9]
;
Tom J,Pollard [10]
;
Jaspret,Gill [11]
;
Jacqui,Gath [12]
;
Adewale,Adebajo [13]
;
Jude,Beng [14]
;
Cassandra H,Leung [15]
;
Stephanie,Kuku [16]
;
Lesley-Anne,Farmer [17]
;
Rubeta N,Matin [18]
;
Bilal A,Mateen [19]
;
Francis,McKay [20]
;
Katherine,Heller [5]
;
Alan,Karthikesalingam [21]
;
Darren,Treanor [22]
;
Maxine,Mackintosh [23]
;
Lauren,Oakden-Rayner [24]
;
Russell,Pearson [25]
;
Arjun K,Manrai [26]
;
Puja,Myles [25]
;
Judit,Kumuthini [27]
;
Zoher,Kapacee [28]
;
Neil J,Sebire [29]
;
Lama H,Nazer [30]
;
Jarrel,Seah [31]
;
Ashley,Akbari [32]
;
Lew,Berman [33]
;
Judy W,Gichoya [34]
;
Lorenzo,Righetto [35]
;
Diana,Samuel [36]
;
William,Wasswa [37]
;
Maria,Charalambides [38]
;
Anmol,Arora [39]
;
Sameer,Pujari [40]
;
Charlotte,Summers [41]
;
Elizabeth,Sapey [42]
;
Sharon,Wilkinson [43]
;
Vishal,Thakker [44]
;
Alastair,Denniston [45]
;
Xiaoxuan,Liu [46]
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]
医学主题词
人类(Humans);算法(Algorithms);人工智能(Artificial Intelligence);多数赞同(Consensus);德尔菲技术(Delphi Technique)
DOI
10.1016/S2589-7500(24)00224-3
PMID
39701919
发布时间
2025-05-30
- 浏览0
The Lancet. Digital health
The Lancet. Digital health
2025年7卷1期
e64-e88页
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