Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review
de Hond, Anne A. H., Leeuwenberg, Artuur M., Hooft, Lotty, Kant, Ilse M. J., Nijman, Steven W. J., van Os, Hendrikus J. A., Aardoom, Jiska J., Debray, Thomas P. A., Schuit, Ewoud, van Smeden, Maarten, Reitsma, Johannes B., Steyerberg, Ewout W., Chavannes, Niels H., Moons, Karel G. M.
Published in NPJ digital medicine (10.01.2022)
Published in NPJ digital medicine (10.01.2022)
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Journal Article
Time to reality check the promises of machine learning-powered precision medicine
Wilkinson, Jack, Arnold, Kellyn F, Murray, Eleanor J, van Smeden, Maarten, Carr, Kareem, Sippy, Rachel, de Kamps, Marc, Beam, Andrew, Konigorski, Stefan, Lippert, Christoph, Gilthorpe, Mark S, Tennant, Peter W G
Published in The Lancet. Digital health (01.12.2020)
Published in The Lancet. Digital health (01.12.2020)
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Journal Article
The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression
van den Goorbergh, Ruben, van Smeden, Maarten, Timmerman, Dirk, Van Calster, Ben
Published in Journal of the American Medical Informatics Association : JAMIA (16.08.2022)
Published in Journal of the American Medical Informatics Association : JAMIA (16.08.2022)
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Journal Article
Calibration: the Achilles heel of predictive analytics
Van Calster, Ben, McLernon, David J, van Smeden, Maarten, Wynants, Laure, Steyerberg, Ewout W
Published in BMC medicine (16.12.2019)
Published in BMC medicine (16.12.2019)
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Journal Article
Prognostic factors for adverse outcomes in patients with COVID-19: a field-wide systematic review and meta-analysis
Bellou, Vanesa, Tzoulaki, Ioanna, van Smeden, Maarten, Moons, Karel G M, Evangelou, Evangelos, Belbasis, Lazaros
Published in European Respiratory Journal (01.02.2022)
Published in European Respiratory Journal (01.02.2022)
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Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence
Collins, Gary S, Dhiman, Paula, Andaur Navarro, Constanza L, Ma, Jie, Hooft, Lotty, Reitsma, Johannes B, Logullo, Patricia, Beam, Andrew L, Peng, Lily, Van Calster, Ben, van Smeden, Maarten, Riley, Richard D, Moons, Karel GM
Published in BMJ open (09.07.2021)
Published in BMJ open (09.07.2021)
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Journal Article
There is no such thing as a validated prediction model
Van Calster, Ben, Steyerberg, Ewout W, Wynants, Laure, van Smeden, Maarten
Published in BMC medicine (24.02.2023)
Published in BMC medicine (24.02.2023)
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Journal Article
Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease
van Smeden, Maarten, Heinze, Georg, Van Calster, Ben, Asselbergs, Folkert W, Vardas, Panos E, Bruining, Nico, de Jaegere, Peter, Moore, Jason H, Denaxas, Spiros, Boulesteix, Anne Laure, Moons, Karel G M
Published in European heart journal (14.08.2022)
Published in European heart journal (14.08.2022)
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Journal Article
Three myths about risk thresholds for prediction models
Wynants, Laure, van Smeden, Maarten, McLernon, David J, Timmerman, Dirk, Steyerberg, Ewout W, Van Calster, Ben
Published in BMC medicine (25.10.2019)
Published in BMC medicine (25.10.2019)
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Journal Article
COVID-19 prediction models should adhere to methodological and reporting standards
Collins, Gary S, van Smeden, Maarten, Riley, Richard D
Published in European Respiratory Journal (01.09.2020)
Published in European Respiratory Journal (01.09.2020)
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Systematic evaluation and external validation of 22 prognostic models among hospitalised adults with COVID-19: an observational cohort study
Gupta, Rishi K, Marks, Michael, Samuels, Thomas H A, Luintel, Akish, Rampling, Tommy, Chowdhury, Humayra, Quartagno, Matteo, Nair, Arjun, Lipman, Marc, Abubakar, Ibrahim, van Smeden, Maarten, Wong, Wai Keong, Williams, Bryan, Noursadeghi, Mahdad
Published in European Respiratory Journal (01.12.2020)
Published in European Respiratory Journal (01.12.2020)
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No rationale for 1 variable per 10 events criterion for binary logistic regression analysis
van Smeden, Maarten, de Groot, Joris A H, Moons, Karel G M, Collins, Gary S, Altman, Douglas G, Eijkemans, Marinus J C, Reitsma, Johannes B
Published in BMC medical research methodology (24.11.2016)
Published in BMC medical research methodology (24.11.2016)
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Journal Article
Choice of Outcome in COVID-19 Studies and Implications for Policy: Mortality and Fatality
Westreich, Daniel, Edwards, Jessie K, Tennant, Peter W G, Murray, Eleanor J, van Smeden, Maarten
Published in American Journal of Epidemiology (24.01.2022)
Published in American Journal of Epidemiology (24.01.2022)
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Guidelines for reporting observational research in urology: the importance of clear reference to causality
Vickers, Andrew J., Assel, Melissa, Dunn, Rodney L., Zabor, Emily C., Kattan, Michael W., Smeden, Maarten, Dahly, Darren
Published in BJU international (01.07.2023)
Published in BJU international (01.07.2023)
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Journal Article
Additional predictors of stroke and transient ischaemic attack in BEFAST positive patients in out-of-hours emergency primary care
van Royen, Florien S, Geersing, Geert-Jan, Erkelens, Daphne C, Delissen, Mathé, Rutten, Jorn V F, Zwart, Dorien L, van Smeden, Maarten, Rutten, Frans H, van Doorn, Sander
Published in PloS one (20.09.2024)
Published in PloS one (20.09.2024)
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Journal Article
Projecting the impact of triple CFTR modulator therapy on intravenous antibiotic requirements in cystic fibrosis using patient registry data combined with treatment effects from randomised trials
Keogh, Ruth H, Cosgriff, Rebecca, Andrinopoulou, Eleni-Rosalina, Brownlee, Keith G, Carr, Siobhán B, Diaz-Ordaz, Karla, Granger, Emily, Jewell, Nicholas P, Lewin, Alex, Leyrat, Clemence, Schlüter, Daniela K, van Smeden, Maarten, Szczesniak, Rhonda D, Connett, Gary J
Published in Thorax (01.09.2022)
Published in Thorax (01.09.2022)
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Journal Article
Shortness of breath as a diagnostic factor for acute coronary syndrome in male and female callers to out-of-hours primary care
Spek, Michelle, Venekamp, Roderick P, Erkelens, Daphne C A, van Smeden, Maarten, Wouters, Loes T C M, den Ruijter, Hester M, Rutten, Frans H, Zwart, Dorien L
Published in Heart (British Cardiac Society) (01.03.2024)
Published in Heart (British Cardiac Society) (01.03.2024)
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Journal Article
Random measurement error: Why worry? An example of cardiovascular risk factors
Brakenhoff, Timo B, van Smeden, Maarten, Visseren, Frank L J, Groenwold, Rolf H H
Published in PloS one (09.02.2018)
Published in PloS one (09.02.2018)
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Journal Article
Sampling Strategies for Internal Validation Samples for Exposure Measurement–Error Correction: A Study of Visceral Adipose Tissue Measures Replaced by Waist Circumference Measures
Nab, Linda, van Smeden, Maarten, de Mutsert, Renée, Rosendaal, Frits R, Groenwold, Rolf H H
Published in American journal of epidemiology (01.09.2021)
Published in American journal of epidemiology (01.09.2021)
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