A review on generative AI models for synthetic medical text, time series, and longitudinal data

Abstract This paper presents the results of a novel scoping review on the practical models for generating three different types of synthetic health records (SHRs): medical text, time series, and longitudinal data. The innovative aspects of the review, which incorporate study objectives, data modalit...

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Bibliographic Details
Main Authors: Mohammad Loni, Fatemeh Poursalim, Mehdi Asadi, Arash Gharehbaghi
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-024-01409-w
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