المؤلفون: Nijman, SWJ, Leeuwenberg, AM, Beekers, I, Verkouter, I, Jacobs, JJL, Bots, ML, Asselbergs, FW, Moons, KGM, Debray, TPA

المصدر: In Journal of Clinical Epidemiology February 2022 142:218-229

المؤلفون: Andaur Navarro, CL, Damen, JAA, Takada, T, Nijman, SWJ, Dhiman, P, Ma, J, Collins, GS, Bajpai, R, Riley, RD, Moons, KGM, Hooft, L

المصدر: BMC Medical Research Methodology
BMC Medical Research Methodology, Vol 22, Iss 1, Pp 1-13 (2022)

مصطلحات موضوعية: Medicine (General), Blinding, Epidemiology, Health Informatics, Development, Machine learning, computer.software_genre, Machine Learning, R5-920, Prediction model, Diagnosis, Validation, TRIPOD, Humans, Medicine, Models, Statistical, Reporting adherence, business.industry, Research, Reporting guideline, External validation, Usability, Prognosis, R1, Regression, Checklist, Data extraction, Supervised Machine Learning, Artificial intelligence, Completeness (statistics), business, RA, computer, Predictive modelling

وصف الملف: application/pdf

URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8960d48f7513531d5e319de84beb1eb4
https://eprints.keele.ac.uk/11153/1/s12874-021-01469-6.pdf

المؤلفون: Andaur Navarro CL; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands. Electronic address: c.l.andaurnavarro@umcutrecht.nl., Damen JAA; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Takada T; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Nijman SWJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Dhiman P; Center for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Ma J; Center for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK., Collins GS; Center for Statistics in Medicine, NDORMS, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Bajpai R; Centre for Prognosis Research, School of Medicine, Keele University, Keele, UK., Riley RD; Centre for Prognosis Research, School of Medicine, Keele University, Keele, UK., Moons KGM; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Hooft L; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.

المصدر: Journal of clinical epidemiology [J Clin Epidemiol] 2023 Jun; Vol. 158, pp. 99-110. Date of Electronic Publication: 2023 Apr 05.

نوع المنشور: Systematic Review; Journal Article; Review

بيانات الدورية: Publisher: Elsevier Country of Publication: United States NLM ID: 8801383 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5921 (Electronic) Linking ISSN: 08954356 NLM ISO Abbreviation: J Clin Epidemiol Subsets: MEDLINE

مواضيع طبية MeSH: Machine Learning*, Humans ; Prognosis

المؤلفون: Andaur Navarro CL; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands. Electronic address: c.l.andaurnavarro@umcutrecht.nl., Damen JAA; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., van Smeden M; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Takada T; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Nijman SWJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Dhiman P; Center for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Ma J; Center for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, UK., Collins GS; Center for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology & Musculoskeletal Sciences, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Bajpai R; Centre for Prognosis Research, School of Medicine, Keele University, Keele, UK., Riley RD; Centre for Prognosis Research, School of Medicine, Keele University, Keele, UK., Moons KGM; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Hooft L; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.

المصدر: Journal of clinical epidemiology [J Clin Epidemiol] 2023 Feb; Vol. 154, pp. 8-22. Date of Electronic Publication: 2022 Nov 25.

نوع المنشور: Journal Article; Review; Systematic Review; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Elsevier Country of Publication: United States NLM ID: 8801383 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5921 (Electronic) Linking ISSN: 08954356 NLM ISO Abbreviation: J Clin Epidemiol Subsets: MEDLINE

مواضيع طبية MeSH: Machine Learning* , Supervised Machine Learning*, Humans ; Algorithms ; Prognosis ; ROC Curve

المؤلفون: de Hond AAH; Department of Information Technology and Digital Innovation, Leiden University Medical Center, Leiden, The Netherlands. a.a.h.de_hond@lumc.nl.; Clinical AI Implementation and Research Lab, Leiden University Medical Center, Leiden, The Netherlands. a.a.h.de_hond@lumc.nl.; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands. a.a.h.de_hond@lumc.nl., Leeuwenberg AM; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands. a.m.leeuwenberg-15@umcutrecht.nl., Hooft L; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Kant IMJ; Department of Information Technology and Digital Innovation, Leiden University Medical Center, Leiden, The Netherlands.; Clinical AI Implementation and Research Lab, Leiden University Medical Center, Leiden, The Netherlands.; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands., Nijman SWJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., van Os HJA; Clinical AI Implementation and Research Lab, Leiden University Medical Center, Leiden, The Netherlands.; National eHealth Living Lab, Leiden, The Netherlands., Aardoom JJ; National eHealth Living Lab, Leiden, The Netherlands.; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands., Debray TPA; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Schuit E; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., van Smeden M; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Reitsma JB; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Steyerberg EW; Clinical AI Implementation and Research Lab, Leiden University Medical Center, Leiden, The Netherlands.; Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands., Chavannes NH; National eHealth Living Lab, Leiden, The Netherlands.; Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands., Moons KGM; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.

المصدر: NPJ digital medicine [NPJ Digit Med] 2022 Jan 10; Vol. 5 (1), pp. 2. Date of Electronic Publication: 2022 Jan 10.

نوع المنشور: Journal Article; Review

بيانات الدورية: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101731738 Publication Model: Electronic Cited Medium: Internet ISSN: 2398-6352 (Electronic) Linking ISSN: 23986352 NLM ISO Abbreviation: NPJ Digit Med Subsets: PubMed not MEDLINE

المؤلفون: Andaur Navarro CL; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands c.l.andaurnavarro@umcutrecht.nl.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands., Damen JAA; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands., Takada T; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands., Nijman SWJ; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands., Dhiman P; Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Ma J; Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK., Collins GS; Centre for Statistics in Medicine, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK.; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Bajpai R; Centre for Prognosis Research, School of Medicine, Keele University, Keele, UK., Riley RD; Centre for Prognosis Research, School of Medicine, Keele University, Keele, UK., Moons KGM; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands., Hooft L; Julius Centre for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, Netherlands.

المصدر: BMJ (Clinical research ed.) [BMJ] 2021 Oct 20; Vol. 375, pp. n2281. Date of Electronic Publication: 2021 Oct 20.

نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't; Systematic Review

بيانات الدورية: Publisher: British Medical Association Country of Publication: England NLM ID: 8900488 Publication Model: Electronic Cited Medium: Internet ISSN: 1756-1833 (Electronic) Linking ISSN: 09598138 NLM ISO Abbreviation: BMJ Subsets: MEDLINE

مواضيع طبية MeSH: Bias* , Clinical Decision Rules* , Data Interpretation, Statistical* , Machine Learning* , Models, Statistical*, Humans ; Multivariate Analysis ; Risk

المؤلفون: Nijman SWJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands. Electronic address: s.w.j.nijman@umcutrecht.nl., Groenhof TKJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands., Hoogland J; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands., Bots ML; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands., Brandjes M; LogiqCare, Ortec B.V., Zoetermeer, the Netherlands., Jacobs JJL; LogiqCare, Ortec B.V., Zoetermeer, the Netherlands., Asselbergs FW; Division Heart & Lungs, Department of Cardiology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands; Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, UK; Health Data Research UK, Institute of Health Informatics, University College London, London, UK., Moons KGM; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands., Debray TPA; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands; Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, UK.

المصدر: Journal of clinical epidemiology [J Clin Epidemiol] 2021 Jun; Vol. 134, pp. 22-34. Date of Electronic Publication: 2021 Jan 19.

نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: Elsevier Country of Publication: United States NLM ID: 8801383 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1878-5921 (Electronic) Linking ISSN: 08954356 NLM ISO Abbreviation: J Clin Epidemiol Subsets: MEDLINE

مواضيع طبية MeSH: Precision Medicine/*methods, Algorithms ; Computer Simulation ; Data Interpretation, Statistical ; Humans

المؤلفون: Nijman SWJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands., Hoogland J; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands., Groenhof TKJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands., Brandjes M; Department of Health, Ortec B.V., Zoetermeer, Houtsingel 5, 2719 EA Zoetermeer, The Netherlands., Jacobs JJL; Department of Health, Ortec B.V., Zoetermeer, Houtsingel 5, 2719 EA Zoetermeer, The Netherlands., Bots ML; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands., Asselbergs FW; Department of Cardiology, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands.; Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, 62 Huntley St, Fitzrovia, London WC1E 6DD, UK.; Health Data Research UK, Institute of Health Informatics, University College London, Gibbs Building, 215 Euston Rd, London NW1 2BE, UK., Moons KGM; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands., Debray TPA; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands.; Health Data Research UK, Institute of Health Informatics, University College London, Gibbs Building, 215 Euston Rd, London NW1 2BE, UK.

المصدر: European heart journal. Digital health [Eur Heart J Digit Health] 2020 Dec 19; Vol. 2 (1), pp. 154-164. Date of Electronic Publication: 2020 Dec 19 (Print Publication: 2021).

نوع المنشور: Journal Article

بيانات الدورية: Publisher: Oxford University Press Country of Publication: England NLM ID: 101778323 Publication Model: eCollection Cited Medium: Internet ISSN: 2634-3916 (Electronic) Linking ISSN: 26343916 NLM ISO Abbreviation: Eur Heart J Digit Health Subsets: PubMed not MEDLINE

المؤلفون: Andaur Navarro CL; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands c.l.andaurnavarro@umcutrecht.nl.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Damen JAAG; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Takada T; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Nijman SWJ; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Dhiman P; Center for Statistics in Medicine, University of Oxford, Oxford, UK., Ma J; Center for Statistics in Medicine, University of Oxford, Oxford, UK., Collins GS; Center for Statistics in Medicine, University of Oxford, Oxford, UK., Bajpai R; School of Primary, Community and Social Care, Keele University, Keele, UK., Riley RD; School of Primary, Community and Social Care, Keele University, Keele, UK., Moons KG; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands., Hooft L; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.; Cochrane Netherlands, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.

المصدر: BMJ open [BMJ Open] 2020 Nov 11; Vol. 10 (11), pp. e038832. Date of Electronic Publication: 2020 Nov 11.

نوع المنشور: Journal Article; Research Support, Non-U.S. Gov't

بيانات الدورية: Publisher: BMJ Publishing Group Ltd Country of Publication: England NLM ID: 101552874 Publication Model: Electronic Cited Medium: Internet ISSN: 2044-6055 (Electronic) Linking ISSN: 20446055 NLM ISO Abbreviation: BMJ Open Subsets: MEDLINE

مواضيع طبية MeSH: Machine Learning* , Research Design*, Bias ; Humans ; Prognosis ; Systematic Reviews as Topic