Explainable deep learning in healthcare: A methodological survey from an attribution view

D Jin, E Sergeeva, WH Weng… - WIREs Mechanisms …, 2022 - Wiley Online Library
The increasing availability of large collections of electronic health record (EHR) data and
unprecedented technical advances in deep learning (DL) have sparked a surge of research …

Adversarial learning techniques for security and privacy preservation: A comprehensive review

JJ Hathaliya, S Tanwar, P Sharma - Security and Privacy, 2022 - Wiley Online Library
In recent years, the use of smart devices has increased exponentially, resulting in massive
amounts of data. To handle this data, effective data storage and management has required …

[PDF][PDF] Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View [Advanced Review]

D Jin, E Sergeeva, WH Weng, G Chauhan… - arXiv preprint arXiv …, 2021 - academia.edu
The increasing availability of large collections of electronic health record (EHR) data and
unprecedented technical advances in deep learning (DL) have sparked a surge of research …