review Open AccessTop 1% cited
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
BMJ · 2020 · Vol. 369 · pp. m1328–m1328
Laure Wynants✉(Maastricht University)Ben Van Calster(Leiden University Medical Center)Gary S. Collins(Nuffield Orthopaedic Centre)Richard D Riley(Keele University)Georg Heinze(Statistics Austria)Ewoud Schuit(Utrecht University)Elena Albu(KU Leuven)Banafsheh Arshi(Maastricht University)Vanesa Bellou(University of Ioannina)Marc J. M. Bonten(Utrecht University)Darren Dahly(University College Cork)Johanna AAG Damen(Utrecht University)Thomas P. A. Debray(Centraal Bureau voor de Statistiek)Valentijn M. T. de Jong(Utrecht University)Maarten De Vos(KU Leuven)Paula Dhiman(Nuffield Orthopaedic Centre)Joie Ensor(Keele University)Shan Gao(KU Leuven)Maria Haller(Statistics Austria)Michael O. Harhay(University of Pennsylvania)Liesbet Henckaerts(KU Leuven)Pauline Heus(Utrecht University)Jeroen Hoogland(Utrecht University)Mohammed T Hudda(St George's, University of London)Kevin Jenniskens(Utrecht University)Michael Kammer(Statistics Austria)Nina Kreuzberger(University of Cologne)Anna Lohmann(Leiden University Medical Center)Brooke Levis(Keele University)Kim Luijken(Leiden University Medical Center)Jie Ma(John Radcliffe Hospital)Glen P. Martin(Manchester Academic Health Science Centre)David J. McLernon(University of Aberdeen)Constanza L. Andaur Navarro(Utrecht University)Johannes B. Reitsma(Utrecht University)Jamie C. Sergeant(Manchester Academic Health Science Centre)Chunhu Shi(University of Manchester)Nicole Skoetz(Medical University of Vienna)Luc Smits(Maastricht University)Kym I E Snell(Keele University)Matthew Sperrin(University of Manchester)René Spijker(Utrecht University)Ewout W. Steyerberg(Leiden University Medical Center)Toshihiko Takada(Fukushima Medical University)Ioanna Tzoulaki(University of Ioannina)Sander M. J. van Kuijk(Maastricht University Medical Centre)Bas C. T. van Bussel(Maastricht University Medical Centre)Iwan C.C. van der Horst(Maastricht University Medical Centre)Kelly Reeve(University of Zurich)Florien S van Royen(Utrecht University)Jan Y. Verbakel(University of Oxford)Christine Wallisch(Statistics Austria)Jack Wilkinson(Manchester Academic Health Science Centre)Robert Wolff(Kleijnen Systematic Reviews (United Kingdom))Lotty Hooft(Utrecht University)Karel G.M. Moons(Utrecht University)Maarten van Smeden(Utrecht University)
Abstract
This article is a living systematic review that will be updated to reflect emerging evidence. Updates may occur for up to two years from the date of original publication. This version is update 3 of the original article published on 7 April 2020 (BMJ 2020;369:m1328). Previous updates can be found as data supplements (https://www.bmj.com/content/369/bmj.m1328/related#datasupp). When citing this paper please consider adding the update number and date of access for clarity.
COVID-19 diagnosis using AICOVID-19 Clinical Research StudiesClinical Reasoning and Diagnostic SkillsCritical appraisalMedicineChecklistPopulationIntensive care medicineData extractionIntensive care unitSystematic reviewPredictive modellingMEDLINE
MeSH terms
COVID-19HospitalizationHumansModels, TheoreticalPneumonia, ViralPrognosisMultivariate AnalysisCoronavirusCoronavirus InfectionsDisease ProgressionPandemics
Funding
- Cancer Research UK
- National Institute for Health and Care Research
- Department of Health and Social Care
- European Commission
- ZonMw
- Fonds Wetenschappelijk Onderzoek
- KU Leuven
- Vlaamse regering
- Oxford Health NHS Foundation Trust
- National Institutes of Health
- NIHR Oxford Biomedical Research Centre
- NIHR School for Primary Care Research
- National Heart, Lung, and Blood Institute
- Interreg
Citations
3,177
FWCI
299.39
field-weighted impact
References
451
Percentile
100%
vs. same field & year
Citations per year
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References
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration
Annals of Internal Medicine · 2015 · 5,044 citations
Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies: The CHARMS Checklist
PLoS Medicine · 2014 · 1,871 citations
Defining community acquired pneumonia severity on presentation to hospital: an international derivation and validation study
Thorax · 2003 · 3,100 citations
Assessment of Clinical Criteria for Sepsis
JAMA · 2016 · 3,698 citations
An interactive web-based dashboard to track COVID-19 in real time
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Clinical course and risk factors for mortality of adult inpatients with COVID-19 in Wuhan, China: a retrospective cohort study
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