Reporting of artificial intelligence prediction models

被引：426
作者：
Collins, Gary S. [1 ]
Moons, Karel G. M. [2 ,3 ]
机构：
[1] Univ Oxford, Ctr Stat Med, Nuffield Dept Orthopaed Rheumatol & Musculoskelet, Oxford OX3 7LD, England
[2] Univ Utrecht, Julius Ctr Hlth Sci & Primary Care, Univ Med Ctr Utrecht, Utrecht, Netherlands
[3] Univ Utrecht, Cochrane Netherlands, Univ Med Ctr Utrecht, Utrecht, Netherlands
来源：
LANCET | 2019年 / 393卷 / 10181期
关键词：
RISK; DISEASE;
D O I：
10.1016/S0140-6736(19)30037-6
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页码：1577 / 1579
页数：3
相关论文
共 12 条
  • [1] [Anonymous], 2016, BMJ
  • [2] Reporting and Methods in Clinical Prediction Research: A Systematic Review
    Bouwmeester, Walter
    Zuithoff, Nicolaas P. A.
    Mallett, Susan
    Geerlings, Mirjam I.
    Vergouwe, Yvonne
    Steyerberg, Ewout W.
    Altman, Douglas G.
    Moons, Karel G. M.
    [J]. PLOS MEDICINE, 2012, 9 (05)
  • [3] Machine Learning and Prediction in Medicine - Beyond the Peak of Inflated Expectations
    Chen, Jonathan H.
    Asch, Steven M.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2017, 376 (26) : 2507 - 2509
  • [4] Collins GS, 2015, ANN INTERN MED, V162, P55, DOI [10.1016/j.jclinepi.2014.11.010, 10.1038/bjc.2014.639, 10.1136/bmj.g7594, 10.1016/j.eururo.2014.11.025, 10.7326/M14-0697, 10.1186/s12916-014-0241-z, 10.1002/bjs.9736, 10.7326/M14-0698]
  • [5] External validation of multivariable prediction models: a systematic review of methodological conduct and reporting
    Collins, Gary S.
    de Groot, Joris A.
    Dutton, Susan
    Omar, Omar
    Shanyinde, Milensu
    Tajar, Abdelouahid
    Voysey, Merryn
    Wharton, Rose
    Yu, Ly-Mee
    Moons, Karel G.
    Altman, Douglas G.
    [J]. BMC MEDICAL RESEARCH METHODOLOGY, 2014, 14
  • [6] Development and validation of QRISK3 risk prediction algorithms to estimate future risk of cardiovascular disease: prospective cohort study
    Hippisley-Cox, Julia
    Coupland, Carol
    Brindle, Peter
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2017, 357
  • [7] Validation and refinement of scores to predict very early stroke risk after transient ischaemic attack
    Johnston, S. Claiborne
    Rothwell, Peter M.
    Nguyen-Huynh, Mai N.
    Giles, Matthew F.
    Elkins, Jacob S.
    Bernstein, Allan L.
    Sidney, Stephen
    [J]. LANCET, 2007, 369 (9558) : 283 - 292
  • [8] A model to predict poor survival in patients undergoing transjugular intrahepatic portosystemic shunts
    Malinchoc, M
    Kamath, PS
    Gordon, FD
    Peine, CJ
    Rank, J
    ter Borg, PCJ
    [J]. HEPATOLOGY, 2000, 31 (04) : 864 - 871
  • [9] FDA backs clinician-free AI imaging diagnostic tools
    Ratner, Mark
    [J]. NATURE BIOTECHNOLOGY, 2018, 36 (08) : 673 - 674
  • [10] Risk Prediction Models for Patients With Chronic Kidney Disease A Systematic Review
    Tangri, Navdeep
    Kitsios, Georgios D.
    Inker, Lesley Ann
    Griffith, John
    Naimark, David M.
    Walker, Simon
    Rigatto, Claudio
    Uhlig, Katrin
    Kent, David M.
    Levey, Andrew S.
    [J]. ANNALS OF INTERNAL MEDICINE, 2013, 158 (08) : 596 - +
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