TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods: a Korean translation
Ewha Medical Journal, vol. 48, pp. e48
Abstract
최근 인공지능(AI) 방법, 특히 머신러닝의 발전에 따라 예측 모델 개발에 대한 관심과 투자 규모가 크게 증가하고 있다.예측 모델 연구가 실제 사용자에게 가치 있게 활용되기 위해서는, 연구자가 왜 연구를 수행했는지, 무엇을 했는지, 그리고 어떤 결과를 얻었는지를 투명하고 완전하며 정확하게 기술해야 한다.TRIPOD 지침의 개정판은 AI 방법을 적용한 예측 모델 연구 전반을 일관성 있게 안내하고, 회귀 분석이든 머신러닝이든 적용 방법에 관계없이 모두를 아우르는 지침을 제공한다.TRIPOD+AI 지침은 27개 항목의 체크리스트, 각 항목별 보고 권고사항을 상세히 설명하는 확장 체크리스트, 그리고 13개 항목의 초록 전용 TRIPOD+AI 체크리스트로 구성된다
Authors 33
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Professor Gary S. Collins corresponding
Affiliation as printed
Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
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Utrecht University · University Medical Center Utrecht
Affiliation as printed
Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
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Affiliation as printed
Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
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National Institute for Health and Care Research · NIHR Birmingham Biomedical Research Centre · University of Birmingham
Affiliation as printed
Institute of Applied Health Research, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK
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Affiliation as printed
Department of Epidemiology, Harvard T H Chan School of Public Health, Boston, MA, USA
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Leiden University · Leiden University Medical Center · KU Leuven
Affiliation as printed
Department of Biomedical Data Science, Leiden University Medical Centre, Leiden, Netherlands
Department of Development and Regeneration, KU Leuven, Leuven, Belgium
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Massachusetts Institute of Technology
Affiliation as printed
Department of Electrical Engineering and Computer Science, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, USA
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University Hospitals Birmingham NHS Foundation Trust · University of Birmingham
Affiliation as printed
Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
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Utrecht University · University Medical Center Utrecht
Affiliation as printed
Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
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Utrecht University · University Medical Center Utrecht
Affiliation as printed
Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, Netherlands
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Institut für Medizinische Informationsverarbeitung, Biometrie und Epidemiologie · Ludwig-Maximilians-Universität München
Affiliation as printed
Department of Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-University of Munich, Munich, Germany
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University of East Anglia · Norwich Research Park · Health Data Research UK
Affiliation as printed
Patient representative, Health Data Research UK patient and public involvement and engagement group
Patient representative, University of East Anglia, Faculty of Health Sciences, Norwich Research Park, Norwich, UK
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Beth Israel Deaconess Medical Center · Harvard University · Massachusetts Institute of Technology
Affiliation as printed
Beth Israel Deaconess Medical Center, Boston, MA, USA
Department of Biostatistics, Harvard T H Chan School of Public Health, Boston, MA, USA
Laboratory for Computational Physiology, Massachusetts Institute of Technology, Cambridge, MA, USA
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University College London · Imperial College London
Affiliation as printed
British Heart Foundation Data Science Centre, London, UK
Institute of Health Informatics, University College London, London, UK 18British Heart Foundation Data Science Centre, London, UK 19Department of Computing, Imperial College London, London, UK 20Northwestern University Feinberg School of Medicine, Chicago
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National Institute for Health and Care Research · NIHR Birmingham Biomedical Research Centre · University of Birmingham
Affiliation as printed
Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
National Institute for Health and Care Research (NIHR) Birmingham Biomedical Research Centre, Birmingham, UK
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Affiliation as printed
Department of Computing, Imperial College London, London, UK
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Affiliation as printed
Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Affiliation as printed
Hardian Health, Haywards Heath, UK
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Affiliation as printed
Section for Clinical Biometrics, Centre for Medical Data Science, Medical University of Vienna, Vienna, Austria
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University Health Network · University of Toronto · Princess Margaret Cancer Centre · Vector Institute
Affiliation as printed
Department of Computer Science, University of Toronto, Toronto, ON, Canada
Department of Medical Biophysics, University of Toronto, Toronto, ON, Canada
Princess Margaret Cancer Centre, University Health Network, Toronto, ON, Canada
Vector Institute for Artificial Intelligence, Toronto, ON, Canada
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Affiliation as printed
Department of Medicine, University of Cape Town, Cape Town, South Africa
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National Institute for Health and Care Excellence
Affiliation as printed
National Institute for Health and Care Excellence, London, UK
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Brigham and Women's Hospital · Harvard University · BMJ Group (United Kingdom)
Affiliation as printed
Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
The BMJ, London, UK
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Affiliation as printed
Department of Intelligent Medical Systems, German Cancer Research Centre, Heidelberg, Germany
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The Alan Turing Institute · University College London · Imperial College London · Wellcome Trust
Affiliation as printed
Alan Turing Institute, London, UK
Institute of Health Informatics, University College London, London, UK 18British Heart Foundation Data Science Centre, London, UK 19Department of Computing, Imperial College London, London, UK 20Northwestern University Feinberg School of Medicine, Chicago
Wellcome Trust, London, UK
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Hospital for Sick Children · SickKids Foundation · Sickkids Research Institute
Affiliation as printed
Department of Bioethics, Hospital for Sick Children Toronto, ON, Canada
Genetics and Genome Biology, SickKids Research Institute, Toronto, ON, Canada
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Affiliation as printed
Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia
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Medicines and Healthcare products Regulatory Agency
Affiliation as printed
Medicines and Healthcare products Regulatory Agency, London, UK
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Affiliation as printed
Patient representative, Health Data Research UK patient and public involvement and engagement group
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Affiliation as printed
Department of Health Policy and Center for Health Policy, Stanford University, Stanford, CA, USA
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University of Michigan · Michigan Medicine
Affiliation as printed
Department of Learning Health Sciences, University of Michigan Medical School, Ann Arbor, MI, USA
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Maastricht University · Care and Public Health Research Institute
Affiliation as printed
Department of Epidemiology, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands
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Affiliation as printed
Centre for Statistics in Medicine, UK EQUATOR Centre, Nuffield Department of Orthopaedics, Rheumatology, and Musculoskeletal Sciences, University of Oxford, Oxford OX3 7LD, UK
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