External validation, impact assessment and clinical utilization of clinical prediction models: a prospective cohort study

Despite evidence of utilization in clinical settings, few models are externally validated after development, and published impact assessment is scarce. To prevent compromising patient safety, it is crucial to intensify efforts to promote external validation and impact assessment of prediction models.

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Publication Details

Journal
Journal of Clinical Epidemiology
Published
2025-07-16
DOI
https://doi.org/10.1016/j.jclinepi.2025.111902
Citations
3
Primary Topic
Health Systems, Economic Evaluations, Quality of Life
Type
article
Field-Weighted Citation Impact
9.39
Controls
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article

External validation, impact assessment and clinical utilization of clinical prediction models: a prospective cohort study

Kelly Reeve, Luc Smits, Banafsheh Arshi, Laure Wynants et al.
3 citations
Journal of Clinical Epidemiology
Health Systems, Economic Evaluations, Quality of Life
9.39
article

External validation, impact assessment and clinical utilization of clinical prediction models: a prospective cohort study

Kelly Reeve, Luc Smits, Banafsheh Arshi, Laure Wynants, Laura Cowley, Eline Rijnhart
article en
3 citations

Abstract

Despite evidence of utilization in clinical settings, few models are externally validated after development, and published impact assessment is scarce. To prevent compromising patient safety, it is crucial to intensify efforts to promote external validation and impact assessment of prediction models.

Journal of Clinical EpidemiologyVol. 186
University of Zurich (CH), Prevention Institute (US), Maastricht University (NL), Swansea University (GB), Department of Health (TW), Department of Health Services (NP)
Openalex Percentile: Top 3%
Health Systems, Economic Evaluations, Quality of Life
9.39
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