Karel G. Moons

Utrecht, UT, Netherlands

Last Updated: 09/26/2026

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Found 44 publications

Prediction models in clinical guidelines: a scoping review of clinical guideline guidance development documents.

Prediction models in clinical guidelines: a scoping review of clinical guideline guidance development documents.

Journal: BMJ evidence-based medicine

Published: April 12, 2026

Prognostic models for radiation-induced complications after radiotherapy in head and neck cancer patients.

Prognostic models for radiation-induced complications after radiotherapy in head and neck cancer patients.

Journal: The Cochrane database of systematic reviews

Published: September 10, 2025

Explainable AI in healthcare: to explain, to predict, or to describe?

Explainable AI in healthcare: to explain, to predict, or to describe?

Journal: Diagnostic and prognostic research

Published: August 12, 2025

Prediction models developed using artificial intelligence: similar predictive performances with highly varying predictions for individuals - an illustration in deep vein thrombosis.

Prediction models developed using artificial intelligence: similar predictive performances with highly varying predictions for individuals - an illustration in deep vein thrombosis.

Journal: Diagnostic and prognostic research

Published: August 08, 2025

Observational birth cohorts for causal and predictive inference: The example of childhood asthma and allergic diseases.

Observational birth cohorts for causal and predictive inference: The example of childhood asthma and allergic diseases.

Journal: The Journal of allergy and clinical immunology

Published: December 20, 2024

Extended sample size calculations for evaluation of prediction models using a threshold for classification.

Extended sample size calculations for evaluation of prediction models using a threshold for classification.

Journal: BMC medical research methodology

Published: November 20, 2024

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

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

Journal: The Lancet. Digital health

Published: November 19, 2024

Importance of sample size on the quality and utility of AI-based prediction models for healthcare.

Importance of sample size on the quality and utility of AI-based prediction models for healthcare.

Journal: The Lancet. Digital health

Published: March 12, 2024

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

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

Journal: The Lancet. Digital health

Published: February 20, 2024

Cochrane corner: Biomarkers to improve preoperative prediction of major cardiac outcomes after non-cardiac surgery.

Cochrane corner: Biomarkers to improve preoperative prediction of major cardiac outcomes after non-cardiac surgery.

Journal: Heart (British Cardiac Society)

Published: July 05, 2022

The comparative and added prognostic value of biomarkers to the Revised Cardiac Risk Index for preoperative prediction of major adverse cardiac events and all-cause mortality in patients who undergo noncardiac surgery.

The comparative and added prognostic value of biomarkers to the Revised Cardiac Risk Index for preoperative prediction of major adverse cardiac events and all-cause mortality in patients who undergo noncardiac surgery.

Journal: The Cochrane database of systematic reviews

Published: December 21, 2021

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence.

Journal: BMJ open

Published: July 10, 2021

Showing 1-12 of 44

Last Updated: 09/26/2026