Variational Autoencoders for Data Augmentation in Clinical Studies

Sample size estimation is critical in clinical trials. A sample of adequate size can provide insights into a given population, but the collection of substantial amounts of data is costly and time-intensive. The aim of this study was to introduce a novel data augmentation approach in the field of cli...

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Bibliographic Details
Main Authors: Dimitris Papadopoulos, Vangelis D. Karalis
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/15/8793