Tabular transformer generative adversarial network for heterogeneous distribution in healthcare

Abstract In healthcare, the most common type of data is tabular data, which holds high significance and potential in the field of medical AI. However, privacy concerns have hindered their widespread use. Despite the emergence of synthetic data as a viable solution, the generation of healthcare tabul...

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Bibliographic Details
Main Authors: Ha Ye Jin Kang, Minsam Ko, Kwang Sun Ryu
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-93077-3
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