This study proposes a blockchain-integrated deep learning framework to enable secure data transmission within an IoT-based healthcare framework that accurately determines a patient’s health condition with 99.15% accuracy, and demonstrates greater reliability than current advanced methods.
It can be concluded that LWSBS-PMSAP provides a computationally lightweight, secure, and privacy-preserving solution for real-time fall detection and remote monitoring of Parkinson's Disease, with clear potential for extension to broader IoT-based healthcare applications.
M. Rakhee, M. Elayidom, Baiju Karun· International Academic Journ...· 0 citations
The study revealed that the combination of IoT, blockchain, intelligent anomaly detection, and neural-enhanced encryption could be an efficient and reliable solution to the current health care issues.
Tanishka Pahwa, G. Bawa· International Journal of App...· 0 citations
Healthcare providers have started using Internet of Things (IoT) devices to monitor patients continuously but these devices bring major security problems which include protecting data and maintaining data integrity and controlling who can access information. The research paper presents a secure decentralized IoT-based...
Sarvad Sunil Dandge, Satyajit Rajendra Borade, K. Kumar et al.· International Conference on...· 0 citations
The rapid advancements made in the field of Information and Communication Technology have led to changes in modern healthcare through intelligent decision making, security of the data and improvement of accessibility in healthcare. However, the usage of digital healthcare systems has led to some issues in terms of priv...
A. A. Mahmootha, S. Fathima· 2026 6th International Confe...· 0 citations
The majority of patient medical data processing methods in our healthcare facilities today are
highly centralized; patients must visit the hospital for diagnosis and consultation. This has
reduced access to quality healthcare for patients and loss of patients' medical information since
the centralized system has a s...
D. Sako· INTERNATIONAL JOURNAL OF APP...· 0 citations
Overall, the proposed solution enhances interoperability, auditability, and automation while ensuring data privacy and security, demonstrating its viability across various blockchain networks.
A. Kashmar, A. I. Shihab· Iraqi Journal of Science· 0 citations
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