Privacy-preserving heterogeneous multi-modal sensor data fusion via federated learning for smart healthcare

Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues

Anichur Rahman, Md. Sazzad Hossain, Ghulam Muhammad et al. · Cluster Computing · 2022 · 359 citations · Full text

Computing, Computer Science, Health Informatics +16

Task offloading strategy with emergency handling and blockchain security in SDN-empowered and fog-assisted healthcare IoT

Junyu Ren, Jinze Li, Huaxing Liu et al. · Tsinghua Science & Technology · 2021 · 162 citations · Full text

Computing, Computer Science, Cybersecurity +15

A Scalable and Transferable Federated Learning System for Classifying Healthcare Sensor Data

Le Sun, Jin Wu · IEEE Journal of Biomedical and Health Informatics · 2022 · 75 citations

Computing, Computer Science, Cybersecurity +10

PRISED tangle: a privacy-aware framework for smart healthcare data sharing using IOTA tangle

Sidrah Abdullah, Junaid Arshad, Muhammad Mubashir Khan et al. · Complex & Intelligent Systems · 2022 · 70 citations · Full text

Computing, Cybersecurity, Health Informatics +17

Conditional Anonymous Remote Healthcare Data Sharing Over Blockchain

Jingwei Liu, Weiyang Jiang, Rong Sun et al. · IEEE Journal of Biomedical and Health Informatics · 2022 · 69 citations

Computing, Cloud Computing, Health Informatics +17