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

Artificial Intelligence (4438) Advanced Data Analytics in eHealth (326) Machine Learning (2981) Research Methodology - AI (139) Foundations of AI (90) AI for Synthetic Data (18)

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/88678, first published .
Doctor examines colorful microscopic cells with a magnifying glass.

An Evaluation of Pretrained Generative Models for Augmenting Small Health Data: Comparative Modeling Study

An Evaluation of Pretrained Generative Models for Augmenting Small Health Data: Comparative Modeling Study

Authors of this article:

Margerie Huet-Dastarac1, 2 Author Orcid Image ;   Fida K Dankar2 Author Orcid Image ;   Dan Liu1, 2 Author Orcid Image ;   Samer El Kababji1, 2 Author Orcid Image ;   Lisa Pilgram1, 2, 3 Author Orcid Image ;   Khaled El Emam1, 2 Author Orcid Image
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