To be or not to be, when synthetic data meet clinical pharmacology: A focused study on pharmacogenetics

To be or not to be, when synthetic data meet clinical pharmacology: A focused study on pharmacogenetics

Abstract The use of synthetic data in pharmacology research has gained significant attention due to its potential to address privacy concerns and promote open science. In this study, we implemented and compared three synthetic data generation methods, CT‐GAN, TVAE, and a simplified implementation of...

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Bibliographic Details
Main Authors: Jean‐Baptiste Woillard, Clément Benoist, Alexandre Destere, Marc Labriffe, Giulia Marchello, Julie Josse, Pierre Marquet
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:CPT: Pharmacometrics & Systems Pharmacology
Online Access:https://doi.org/10.1002/psp4.13240
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