Moons, Karel G. M.

Prediction Models for Prolonged Intensive Care Unit Stay After Cardiac Surgery: Systematic Review and Validation Study

Ettema, R. G. A., Peelen, L. M., Schuurmans, M. J., Nierich, A. P., Kalkman, C. J., & Moons, K. G. M. (2010) · Circulation

Cardiac Valve Diseases and TreatmentsCardiac, Anesthesia and Surgical Outcomes

Cited by 130

External validation of prognostic models to predict risk of gestational diabetes mellitus in one Dutch cohort: prospective multicentre cohort study

Lamain-de Ruiter, M., Kwee, A., Naaktgeboren, C. A., de Groot, I., Evers, I. M., Groenendaal, F., Hering, Y. R., Huisjes, A. J. M., Kirpestein, C., Monincx, W. M., et al. (2016) · BMJ

Gestational Diabetes Research and ManagementDiabetes, Cardiovascular Risks, and Lipoproteins

Cited by 123

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

Andaur Navarro, C. L., Damen, J. A. A., van Smeden, M., Takada, T., Nijman, S. W. J., Dhiman, P., Ma, J., Collins, G. S., Bajpai, R., Riley, R. D., et al. (2023) · Journal of Clinical Epidemiology

Artificial Intelligence in HealthcareStatistical Methods in Epidemiology

Cited by 121

Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance

Van Calster, B., Collins, G. S., Vickers, A. J., Wynants, L., Kerr, K. F., Barreñada, L., Varoquaux, G., Singh, K., Moons, K. G., Hernandez-Boussard, T., et al. (2025) · The Lancet Digital Health

Artificial Intelligence in Healthcare and EducationStatistical Methods in Epidemiology

Cited by 112

Comparing risk prediction models

Collins, G. S., & Moons, K. G. M. (2012) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 110

Value of composite reference standards in diagnostic research

Naaktgeboren, C. A., Bertens, L. C. M., Smeden, M. V., Groot, J. A. H. D., Moons, K. G. M., & Reitsma, J. B. (2013) · BMJ

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 105

Parity, breastfeeding and risk of coronary heart disease: A pan-European case–cohort study

Peters, S. A., van der Schouw, Y. T., Wood, A. M., Sweeting, M. J., Moons, K. G., Weiderpass, E., Arriola, L., Benetou, V., Boeing, H., Bonnet, F., et al. (2016) · European Journal of Preventive Cardiology

Cancer Risks and FactorsBreastfeeding Practices and Influences

Cited by 80

Risk of bias of prognostic models developed using machine learning: a systematic review in oncology

Dhiman, P., Ma, J., Andaur Navarro, C. L., Speich, B., Bullock, G., Damen, J. A. A., Hooft, L., Kirtley, S., Riley, R. D., Van Calster, B., et al. (2022) · Diagnostic and Prognostic Research

Statistical Methods in EpidemiologyMachine Learning in Healthcare

Cited by 79

Meta‐analysis and aggregation of multiple published prediction models

Debray, T. P. A., Koffijberg, H., Nieboer, D., Vergouwe, Y., Steyerberg, E. W., & Moons, K. G. M. (2014) · Statistics in Medicine

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 73

Transparent Reporting of Multivariable Prediction Models in Journal and Conference Abstracts: TRIPOD for Abstracts

Heus, P., Reitsma, J. B., Collins, G. S., Damen, J. A. A. G., Scholten, R. J. P. M., Altman, D. G., Moons, K. G. M., & Hooft, L. (2020) · Annals of Internal Medicine

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 70

Signs of meningeal irritation at the emergency department: How often bacterial meningitis?

OOSTENBRINK, R., MOONS, K. G. M., THEUNISSEN, C. C. W., DERKSEN-LUBSEN, G., GROBBEE, D. E., & MOLL, H. A. (2001) · Pediatric Emergency Care

Bacterial Infections and VaccinesInfectious Encephalopathies and Encephalitis

Cited by 66

Metrics reloaded: Recommendations for image analysis validation

Maier-Hein, L., Reinke, A., Godau, P., Tizabi, M. D., Buettner, F., Christodoulou, E., Glocker, B., Isensee, F., Kleesiek, J., Kozubek, M., et al. (2022) · arXiv

Cell Image Analysis TechniquesMedical Image Segmentation Techniques

Cited by 59

From text to treatment: the crucial role of validation for generative large language models in health care

de Hond, A., Leeuwenberg, T., Bartels, R., van Buchem, M., Kant, I., Moons, K. G., & van Smeden, M. (2024) · The Lancet Digital Health

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 53

Clinical characteristics associated with diagnostic delay of pulmonary embolism in primary care: a retrospective observational study

Hendriksen, J. M. T., Koster-van Ree, M., Morgenstern, M. J., Oudega, R., Schutgens, R. E. G., Moons, K. G. M., & Geersing, G.-J. (2017) · BMJ Open

Venous Thromboembolism Diagnosis and ManagementClinical Reasoning and Diagnostic Skills

Cited by 48

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review

Dhiman, P., Ma, J., Andaur Navarro, C. L., Speich, B., Bullock, G., Damen, J. A. A., Hooft, L., Kirtley, S., Riley, R. D., Van Calster, B., et al. (2023) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 41

Diagnostic accuracy of covid-19 rapid antigen tests with unsupervised self-sampling in people with symptoms in the omicron period: cross sectional study

Schuit, E., Venekamp, R. P., Hooft, L., Veldhuijzen, I. K., van den Bijllaardt, W., Pas, S. D., Zwart, V. F., Lodder, E. B., Hellwich, M., Koppelman, M., et al. (2022) · BMJ

SARS-CoV-2 detection and testingCOVID-19 Clinical Research Studies

Cited by 41

Effectiveness of contact tracing apps for SARS-CoV-2: a rapid systematic review

Jenniskens, K., Bootsma, M. C. J., Damen, J. A. A. G., Oerbekke, M. S., Vernooij, R. W. M., Spijker, R., Moons, K. G. M., Kretzschmar, M. E. E., & Hooft, L. (2021) · BMJ Open

COVID-19 Digital Contact TracingCOVID-19 epidemiological studies

Cited by 40

Assessing the quality of prediction models in health care using the Prediction model Risk Of Bias ASsessment Tool (PROBAST): an evaluation of its use and practical application

Kaul, T., Damen, J. A. A., Wynants, L., Van Calster, B., van Smeden, M., Hooft, L., & Moons, K. G. M. (2025) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 16

What influences the outcome of active disinvestment processes in healthcare? A qualitative interview study on five recent cases of active disinvestment

Rotteveel, A. H., Lambooij, M. S., van de Rijt, J. J. A., van Exel, J., Moons, K. G. M., & de Wit, G. A. (2021) · BMC Health Services Research

Health Systems, Economic Evaluations, Quality of LifePharmaceutical Economics and Policy

Cited by 16

Write your abstracts carefully—The impact of abstract reporting quality on findability by semi-automated title-abstract screening tools

Spiero, I., Leeuwenberg, A. M., Moons, K. G. M., Hooft, L., & Damen, J. A. A. (2025) · Journal of Clinical Epidemiology

Meta-analysis and systematic reviewsAcademic Writing and Publishing

Cited by 3