Data encoding for healthcare data democratization and information leakage prevention

The lack of data democratization and information leakage from trained models hinder the development and acceptance of robust deep learning-based healthcare solutions. This paper argues that irreversible data encoding can provide an effective solution to achieve data democratization without violating...

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Bibliographic Details
Main Authors: Wang, Y, Armstrong, J, Thakur, A, Zhu, T, Abrol, V, Clifton, DA
Format: Journal article
Language:English
Published: Springer Nature 2024