Truth finding - Dealing with imperfect data in prediction research
Publication date
2025-11-17
Authors
Kellerhuis, Bas
Editors
Advisors
Supervisors
Moons, Karel G M
Hooft, L.
Jenniskens, K.
Schuit, E
Document Type
Dissertation
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Abstract
This PhD thesis includes various methodological studies that aim to improve handling of missing and imperfect index test and outcome data in diagnostic and prognostic research. The studies focus on guidance for diagnostic and prognostic research and dealing with missing or imperfect index test or outcome data in diagnostic and prognostic research.
Keywords
Prediction, Expert panel, Consensus Diagnosis, Diagnosis, Missing Data, Reference standard, Ground Truth, Diagnostic Test Accuracy, Methodology
Citation
Kellerhuis, B 2025, 'Truth finding - Dealing with imperfect data in prediction research', Doctor of Philosophy, UMC Utrecht. https://doi.org/10.33540/3233