dr. M. (Maarten) van Smeden

dr. M. (Maarten) van Smeden

Associate Professor
dr. M. (Maarten) van Smeden
  • Julius Center, dept. Epidemiology & Health Economics

Research Programs

Infection & Immunity



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 (74)

Minimal reporting improvement after peer review in reports of COVID-19 prediction models:systematic review

Hudda Mohammed T, Archer Lucinda, van Smeden Maarten, Moons Karel G M, Collins Gary S, Steyerberg Ewout W, Wahlich Charlotte, Reitsma Johannes B, Riley Richard D, Van Calster Ben, Wynants Laure 14 Dec 2022, In: Journal of Clinical Epidemiology. 154 , p. 75-84 10 p.

Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models

Andaur Navarro Constanza L, Damen Johanna Aa, van Smeden Maarten, Takada Toshihiko, Nijman Steven Wj, Dhiman Paula, Ma Jie, Collins Gary S, Bajpai Ram, Riley Richard D, Moons Karel Gm, Hooft Lotty 24 Nov 2022, In: Journal of Clinical Epidemiology. 154 , p. 8-22 15 p.

External Validation of the Colon Life Nomogram for Predicting 12-Week Mortality in Dutch Metastatic Colorectal Cancer Patients Treated with Trifluridine/Tipiracil in Daily Practice

Hamers Patricia A.H., Wensink G. Emerens, van Smeden Maarten, Vink Geraldine R., Smabers Lidwien P., Lunenberg Renee A., Laclé Miangela M., Koopman Miriam, May Anne M., Roodhart Jeanine M.L. 18 Oct 2022, In: Cancers. 14

Development and validation of a prediction rule for patients suspected of acute coronary syndrome in primary care: a cross-sectional study

Wouters Loes T. C. M., Zwart Dorien L. M., Erkelens Daphne C. A., Adriaansen Elisabeth J. M., den Ruijter Hester M., De Groot Esther, Damoiseaux Roger A. M. J., Hoes Arno W., van Smeden Maarten, Rutten Frans H. 5 Oct 2022, In: BMJ Open. 12

How to conduct a systematic review and meta-analysis of prognostic model studies

Damen Johanna A A, Moons Karel G M, van Smeden Maarten, Hooft Lotty 4 Aug 2022, In: Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases. 29 , p. 434-440 7 p.

Re: Reducing health inequality in Black, Asian and other minority ethnic pregnant women: Impact of first-trimester combined screening for placental dysfunction on perinatal mortality

Allotey John, Bewley Susan, Kenny Louise C, Magee Laura Ann, Morris Rachel K, O'Donoghue Keelin, Paul Ash, van Smeden Maarten, Thangaratinam Shakila, Thornton James G, Von Dadelszen Peter, Zamora Javier Aug 2022, In: BJOG - An International Journal of Obstetrics and Gynaecology. 129 , p. 1614-1615 2 p.

Developing, validating, updating and judging the impact of prognostic models for respiratory diseases

van Royen Florien S, Moons Karel G M, Geersing Geert-Jan, van Smeden Maarten 21 Jun 2022, In: The European respiratory journal. 60

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 10 Jun 2022, In: Journal of the American Medical Informatics Association. 29 , p. 1525-1534 10 p.

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 26 May 2022, In: European heart journal. 43 , p. 2921-2930 10 p.

QCOVID in Scotland:time to recalibrate our expectations?

Gupta Rishi K., van Smeden Maarten 1 May 2022, In: Thorax. 77 , p. 429-430 2 p.

All research output

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