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Guest Editorial Introduction to the Special Section on Blockchain in Future Networks and Vertical Industries
2021
IEEE Transactions on Network Science and Engineering
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Bhattacharya et al. propose in "BinDaaS: Blockchain-Based Deep-Learning as-a-Service in Healthcare 4.0 Applications" a framework called as Blockchain-Based Deep Learning as-a-Service (BinDaaS). ...
It integrates blockchain and deep-learning techniques for sharing EHR records among multiple healthcare users. ...
doi:10.1109/tnse.2021.3073636
fatcat:fzk2op3bybdrnh3hbdyfwf47bq
FLBP: A Federated Learning-enabled and Blockchain-supported Privacy-Preserving of Electronic Patient Records for the Internet of Medical Things
2023
International Journal on Recent and Innovation Trends in Computing and Communication
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This article, therefore, proposes a Federated Learning-and-Blockchain-enabled framework to protect electronic medical records from unauthorized access using a deep learning technique called Artificial ...
In addition, an FL approach is integrated into Blockchain for scalable applications to form a global model without the need of sharing and storing the raw data in the Cloud. ...
[30] comprehensive review of Blockchain-federated learning (BCFL) as a potential decentralized deep learning system. ...
doi:10.17762/ijritcc.v11i10.8634
fatcat:suluv2eopza7ljt5mab4lyri4u
Table of Contents
2021
IEEE Transactions on Network Science and Engineering
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Shahzad 1230 BinDaaS: Blockchain-Based Deep-Learning as-a-Service in Healthcare 4.0 Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ...
Chen 1862 Resource Allocation for Delay-Sensitive Vehicle-to-Multi-Edges (V2Es) Communications in Vehicular Networks: A Multi-Agent Deep Reinforcement Learning Approach . . . . . . . . . . . . . . . . ...
doi:10.1109/tnse.2021.3063959
fatcat:gsx7gl6eezcjlauapp2gxpbp5u
Fusion of Blockchain, IoT and Artificial Intelligence - A Survey
2022
IEICE transactions on information and systems
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Blockchain is one of the prominent rapidly used technology in the last decade in various applications. ...
Integration of IoT and blockchain solves the security problems but scalability still remains a huge challenge. ...
This framework termed as BinDaas (Blockchain-Based Strong Learning as-a-Service) can integrate blockchain and deep-learning techniques for sharing the EHR records among multiple healthcare users and operates ...
doi:10.1587/transinf.2021bcr0001
fatcat:pkj54dhk3bgzzju22w4xghl7qe
Addressing the Challenges of Electronic Health Records Using Blockchain and IPFS
2022
Sensors
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It is enabled by dual-blockchains based on Hyperledger Sawtooth to allow patient data decentralization via a consortium blockchain and IPFS for distributed data storage. ...
The sheer volume and sensitive nature of patient records compel these organizations to exercise a healthy amount of caution in implementing EHR. ...
[71] took a different approach with BinDaas, a blockchain-based deep-learning-as-a-service for Healthcare 4.0 applications. ...
doi:10.3390/s22114032
pmid:35684652
pmcid:PMC9183171
fatcat:n7a4i54o5vewvnkbvidg6xaenq
A survey on healthcare data security in wireless body area networks
2021
Journal of Ambient Intelligence and Humanized Computing
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In literature, several existing schemes are explored to identify how the security is enhanced for exchanging patients' healthcare data. ...
Advances in remote interchanges, the internet of nano things have empowered the wireless body area networks (WBAN) to end up a promising systems of networking standard. ...
A system known as Blockchain-based Deep Learning as-a-Service (BinDaaS) is proposed for solving the discussed issues (Bhattacharya 2019) . ...
doi:10.1007/s12652-020-02728-y
pmid:33425050
pmcid:PMC7778405
fatcat:n4ocsuak7fb6vhtrsytuespgl4