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This paper is in the following e-collection/theme issue:

Responsible Health AI (191) Methodological Innovations (59) Machine Learning (3025) Artificial Intelligence (4510) Research Methodology - AI (145)

Published on in Vol 5 (2026)

This is a member publication of Bibsam Consortium

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/87728, first published .
Man reviewing CV strategy model evaluation on computer screen

Participant-Aware Model Validation for Repeated-Measures Data: Comparative Cross-Validation Study

Participant-Aware Model Validation for Repeated-Measures Data: Comparative Cross-Validation Study

Authors of this article:

Abdolamir Karbalaie1 Author Orcid Image ;   Farhad Abtahi2, 3, 4 Author Orcid Image ;   Charlotte K Häger1 Author Orcid Image
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Journals

  1. Fauszt T. Time-Consistent Prediction in Higher Education: A Framework for Preventing Data Leakage in Longitudinal Models. Information 2026;17(6):581 View