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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Wang, Y, Armstrong, J, Thakur, A, Zhu, T, Abrol, V, Clifton, DA
Μορφή: Journal article
Γλώσσα:English
Έκδοση: Springer Nature 2024