Novel Architecture Integrating XAI with Blockchain and IoT Devices for Healthcare | |
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Author | |
Abstract |
As we know, change is the only constant present in healthcare services. In this rapidly developing world, the need to drastically improve healthcare performance is essential. Real-time health data monitoring, analysis, and storage securely present us with a highly efficient healthcare system to diagnose, predict, and prevent deadly diseases. Integrating IoT data with blockchain storage technology gives safety and security to the data. The current bottleneck we face while integrating blockchain and IoT is primarily interoperability, scalability, and lack of regulatory frameworks. By integrating Explainable AI into the system, it is possible to overcome some of these bottlenecks between IoT devices and blockchain. XAI acts as a middleware solution, helping in interpreting the predictions and enforcing the standard data communication protocol. |
Year of Publication |
2024
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Date Published |
feb
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URL |
https://ieeexplore.ieee.org/document/10493418
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DOI |
10.1109/ic-ETITE58242.2024.10493418
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Google Scholar | BibTeX | DOI |