Vergouwe, Yvonne

Internal validation of predictive models

Steyerberg, E. W., Harrell, F. E., Borsboom, G. J. J. M., Eijkemans, M. J. C., Vergouwe, Y., & Habbema, J. D. F. (2001) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyStatistical Methods and Inference

Cited by 2,746

Critical appraisal and data extraction for systematic reviews of prediction modelling studies: the CHARMS checklist

Moons, K. G. M., de Groot, J. A. H., Bouwmeester, W., Vergouwe, Y., Mallett, S., Altman, D. G., Reitsma, J. B., & Collins, G. S. (2014) · PLoS Medicine

Meta-analysis and systematic reviewsStatistical Methods in Epidemiology

Cited by 2,018

Towards better clinical prediction models: seven steps for development and an ABCD for validation

Steyerberg, E. W., & Vergouwe, Y. (2014) · European Heart Journal

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 1,928

Prognosis and prognostic research: validating a prognostic model

Altman, D. G., Vergouwe, Y., Royston, P., & Moons, K. G. M. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,436

Prognosis and prognostic research: what, why, and how?

Moons, K. G. M., Royston, P., Vergouwe, Y., Grobbee, D. E., & Altman, D. G. (2009) · BMJ

Statistical Methods in EpidemiologyPalliative Care and End-of-Life Issues

Cited by 1,337

Risk prediction models: II. External validation, model updating, and impact assessment

Moons, K. G. M., Kengne, A. P., Grobbee, D. E., Royston, P., Vergouwe, Y., Altman, D. G., & Woodward, M. (2012) · Heart

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 1,195

Prognosis and prognostic research: Developing a prognostic model

Royston, P., Moons, K. G. M., Altman, D. G., & Vergouwe, Y. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 1,172

Effectiveness of antipsychotic drugs in first-episode schizophrenia and schizophreniform disorder: an open randomised clinical trial

Kahn, R. S., Fleischhacker, W. W., Boter, H., Davidson, M., Vergouwe, Y., Keet, I. P., Gheorghe, M. D., Rybakowski, J. K., Galderisi, S., Libiger, J., et al. (2008) · The Lancet

Schizophrenia research and treatmentMental Health and Psychiatry

Cited by 1,088

Prognosis and prognostic research: application and impact of prognostic models in clinical practice

Moons, K. G. M., Altman, D. G., Vergouwe, Y., & Royston, P. (2009) · BMJ

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 934

A calibration hierarchy for risk models was defined: from utopia to empirical data

Van Calster, B., Nieboer, D., Vergouwe, Y., De Cock, B., Pencina, M. J., & Steyerberg, E. W. (2016) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyAdvanced Causal Inference Techniques

Cited by 910

Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

Moons, K. G. M., Kengne, A. P., Woodward, M., Royston, P., Vergouwe, Y., Altman, D. G., & Grobbee, D. E. (2012) · Heart

Statistical Methods in EpidemiologyArtificial Intelligence in Healthcare

Cited by 889

Substantial effective sample sizes were required for external validation studies of predictive logistic regression models

Vergouwe, Y., Steyerberg, E. W., Eijkemans, M. J. C., & Habbema, J. D. F. (2005) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyStatistical Methods in Clinical Trials

Cited by 636

Reporting and Methods in Clinical Prediction Research: A Systematic Review

Bouwmeester, W., Zuithoff, N. P. A., Mallett, S., Geerlings, M. I., Vergouwe, Y., Steyerberg, E. W., Altman, D. G., & Moons, K. G. M. (2012) · PLoS Medicine

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 600

A new framework to enhance the interpretation of external validation studies of clinical prediction models

Debray, T. P. A., Vergouwe, Y., Koffijberg, H., Nieboer, D., Steyerberg, E. W., & Moons, K. G. M. (2015) · Journal of Clinical Epidemiology

Statistical Methods in EpidemiologyMeta-analysis and systematic reviews

Cited by 597

External Validity of Risk Models: Use of Benchmark Values to Disentangle a Case-Mix Effect From Incorrect Coefficients

Vergouwe, Y., Moons, K. G. M., & Steyerberg, E. W. (2010) · American Journal of Epidemiology

Statistical Methods in EpidemiologyAdvanced Causal Inference Techniques

Cited by 243

The Patient Health Questionnaire-9 for detection of major depressive disorder in primary care: consequences of current thresholds in a crosssectional study

Zuithoff, N. P., Vergouwe, Y., King, M., Nazareth, I., van Wezep, M. J., Moons, K. G., & Geerlings, M. I. (2010) · BMC Family Practice

Anxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesMental Health Treatment and Access

Cited by 218

Evaluating the impact of prediction models: lessons learned, challenges, and recommendations

Kappen, T. H., van Klei, W. A., van Wolfswinkel, L., Kalkman, C. J., Vergouwe, Y., & Moons, K. G. M. (2018) · Diagnostic and Prognostic Research

Statistical Methods in EpidemiologyClinical Reasoning and Diagnostic Skills

Cited by 215

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

A new concordance measure for risk prediction models in external validation settings

van Klaveren, D., Gönen, M., Steyerberg, E. W., & Vergouwe, Y. (2016) · Statistics in Medicine

Statistical Methods in EpidemiologyStatistical Methods and Inference

Cited by 48

Diagnostic Accuracy of the Combination of Clinical Symptoms and CT or MR Angiography in Patients With Chronic Gastrointestinal Ischemia

Harki, J., Vergouwe, Y., Spoor, J. A., Mensink, P. B., Bruno, M. J., van Noord, D., Kuipers, E. J., & Tjwa, E. T. T. L. (2017) · Journal of Clinical Gastroenterology

Abdominal vascular conditions and treatmentsGastrointestinal Bleeding Diagnosis and Treatment

Cited by 23

Validation of a score chart to predict the risk of chronic mesenteric ischemia and development of an updated score chart

van Dijk, L. J., van Noord, D., Geelkerken, R. H., Harki, J., Berendsen, S. A., de Vries, A. C., Moelker, A., Vergouwe, Y., Verhagen, H. J., Kolkman, J. J., et al. (2019) · United European Gastroenterology Journal

Abdominal vascular conditions and treatmentsGastrointestinal Bleeding Diagnosis and Treatment

Cited by 14