Integrating advanced neural network architectures with privacy enhanced encryption for secure and intelligent healthcare analytics

Abstract Healthcare data protection in our mutually connected era has emerged as an issue of serious concern with private patient information, which has been exposed more often due to data violations and cyber-attacks. Network structures CNN and LSTM as part of privacy-based encryption method. Resea...

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Bibliographic Details
Main Authors: C. Ramesh Babu Durai, S. Dhanasekaran, M. Jamuna Rani, Sindhu Chandra Sekharan
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-92575-8
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