Using UMAP for Partially Synthetic Healthcare Tabular Data Generation and Validation

In healthcare, vast amounts of data are increasingly collected through sensors for smart health applications and patient monitoring or diagnosis. However, such medical data often comprise sensitive patient information, posing challenges regarding data privacy, and are resource-intensive to acquire f...

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Bibliographic Details
Main Authors: Carla Lázaro, Cecilio Angulo
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/23/7843
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