Secured Data Sharing of Medical Images for Disease diagnosis using Deep Learning Models and Federated Learning Framework

Using Deep Learning for Image-Based Plant Disease Detection

Sharada P. Mohanty, David Hughes, Marcel Salathé · Frontiers in Plant Science · 2016 · 4.6K citations · Full text

Agriculture, Computer Science, Plant Pathology +15

Federated Learning: Collaborative Machine Learning withoutCentralized Training Data

V A Abhishek, S Binny, T R Johan et al. · International Journal of Engineering Technology and Management Sciences · 2022 · 506 citations · Full text

Computing, Computer Science, Cybersecurity +11

End-to-end privacy preserving deep learning on multi-institutional medical imaging

Georgios Kaissis, Alexander Ziller, Jonathan Passerat‐Palmbach et al. · Nature Machine Intelligence · 2021 · 470 citations

Computing, Computer Science, Health Informatics +9

Health-BlockEdge: Blockchain-Edge Framework for Reliable Low-Latency Digital Healthcare Applications

Muneeb Ejaz, Tanesh Kumar, Ivana Kovacevic et al. · Sensors · 2021 · 83 citations · Full text

Computing, Cybersecurity, Health Informatics +17

Privacy-preserving deep learning algorithm for big personal data analysis

Rasim Alguliyev, Ramiz M. Aliguliyev, Fargana J. Abdullayeva · Journal of Industrial Information Integration · 2019 · 63 citations

Computing, Computer Science, Big Data Analytics +13