Personal health data protection and intelligent healthcare applications under generative adversarial network

Abstract With the rapid advancement of intelligent healthcare, the privacy protection of personal health data has become a critical issue that urgently needs to be addressed. To tackle this challenge, this work proposes a Differential Privacy-based Generative Adversarial Network for Healthcare Data...

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Bibliographic Details
Main Authors: Xiaoyuan Gao, Wei Mi, Xirui Feng
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01575-1
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