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dr. M. (Maarten) van Smeden

dr. M. (Maarten) van Smeden

Associate Professor
dr. M. (Maarten) van Smeden
  • Julius Center, dept. Data Science & Biostatistics

Research Programs

Infection & Immunity

Biography

Biography

Maarten van Smeden is a medical statistician, associate professor of epidemiologic methods and head of the research program methodology at the Julius Center for Health Sciences and Primary Care, UMC Utrecht, the Netherlands. His research is focused on the development and evaluation of statistical and data science methodology, with a particular focus on methodology related to the development, validation and implementation of prediction models. 

Research Output (96)

Association between lower extremity arterial calcification and coronary arterial calcification in a population at increased risk of cardiovascular disease

Meer Romain, Hoek Anna G., Bouman Emma J., Doesburg Teddo, Elders Petra J.M., de Jong P. A., Beulens Joline, Cramer M. J., Nathoe H. M., van der Meer M. G., de Borst G. J., Teraa M., Bots M. L., van Smeden M., Emmelot-Vonk M. H., de Jong P. A., Lely A. T., van der Kaaij N. P., Kappelle L. J., Ruigrok Y. M., Verhaar M. C., Dorresteijn J. A.N., Visseren F. L.J., 8 Feb 2024, In: BMJ Open Diabetes Research and Care. 12

Incomplete and possibly selective recording of signs, symptoms, and measurements in free text fields of primary care electronic health records of adults with lower respiratory tract infections

Rijk Merijn H., Platteel Tamara N., Mulder Marissa M.M., Geersing Geert Jan, Rutten Frans H., van Smeden Maarten, Venekamp Roderick P., Leeuwenberg Tuur M. Feb 2024, In: Journal of Clinical Epidemiology. 166 , p. 1-10 10 p.

Predicting adverse outcomes in adults with a community-acquired lower respiratory tract infection: a protocol for the development and validation of two prediction models for (i) all-cause hospitalisation and mortality and (ii) cardiovascular outcomes

Rijk Merijn H, Platteel Tamara N, Geersing Geert-Jan, Hollander Monika, Dalmolen Bert L G P, Little Paul, Rutten Frans H, van Smeden Maarten, Venekamp Roderick P 7 Dec 2023, In: Diagnostic and Prognostic Research. 7

Estimated causal effects of common respiratory infections on cardiovascular risk:a meta-analysis

la Roi-Teeuw Hannah M, van Smeden Maarten, Bos Maureen, de Wilde Sophie M, Yang Bada, Rutten Frans H, Geersing Geert-Jan 28 Nov 2023, In: Open Heart. 10

Incidence and individual risk prediction of post-COVID-19 cardiovascular disease in the general population:a multivariable prediction model development and validation study

la Roi-Teeuw Hannah M, van Smeden Maarten, Geersing Geert-Jan, Klungel Olaf H, Rutten Frans H, Souverein Patrick C, van Doorn Sander 1 Nov 2023, In: European heart journal open. 3

Integrated care in patients with atrial fibrillation- a predictive heterogeneous treatment effect analysis of the ALL-IN trial

Trinks-Roerdink Emmy M, Geersing Geert-Jan, van den Dries Carline J, Hemels Martin E W, Rienstra Michiel, van Gelder Isabelle C, van Smeden Maarten, van Klaveren David, Kent David M, Rutten Frans H, van Doorn Sander Oct 2023, In: PLoS ONE. 18

Prognosis and prediction of antibiotic benefit in adults with clinically diagnosed acute rhinosinusitis:an individual participant data meta-analysis

Hoogland Jeroen, Takada Toshihiko, van Smeden Maarten, Rovers Maroeska M, de Sutter An I, Merenstein Daniel, Kaiser Laurent, Liira Helena, Little Paul, Bucher Heiner C, Moons Karel G M, Reitsma Johannes B, Venekamp Roderick P 5 Sep 2023, In: Diagnostic and Prognostic Research. 7

Poor handling of continuous predictors in clinical prediction models using logistic regression:a systematic review

Ma Jie, Dhiman Paula, Qi Cathy, Bullock Garrett, van Smeden Maarten, Riley Richard D., Collins Gary S. Sep 2023, In: Journal of Clinical Epidemiology. 161 , p. 140-151 12 p.

Enabling the Nonhypothesis-Driven Approach:On Data Minimalization, Bias, and the Integration of Data Science in Medical Research and Practice

Safarlou Caspar Willem, van Smeden Maarten, Vermeulen Roel, Jongsma Karin 30 Aug 2023, In: The American Journal of Bioethics. 23 , p. 72-76 5 p.

All research output

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