Medical IoT Record Security and Blockchain: Systematic Review of Milieu, Milestones, and Momentum DOI Creative Commons
Simeon Okechukwu Ajakwe, Igboanusi Ikechi Saviour, Vivian Ukamaka Ihekoronye

et al.

Big Data and Cognitive Computing, Journal Year: 2024, Volume and Issue: 8(9), P. 121 - 121

Published: Sept. 12, 2024

The sensitivity and exclusivity attached to personal health records make such a prime target for cyber intruders, as unauthorized access causes unfathomable repudiation public defamation. In reality, most medical are micro-managed by different healthcare providers, exposing them various security issues, especially third-party access. Over time, substantial progress has been made in preventing this critical highly classified information. This review investigated the mainstream challenges associated with transmissibility of records, evolutionary strategies maintaining confidentiality, existential enablers trustworthy transparent authorization authentication before data transmission can be carried out. adopted PRSIMA-SPIDER methodology systematic 122 articles, comprising 9 surveys (7.37%) qualitative analysis, 109 technical papers (89.34%), 4 online reports (3.27%) quantitative studies. outcome indicates that confidentiality document, record, demand unabridged owner, unquestionable preservation host, untainted transparency transmission, unbiased traceability, ubiquitous security, which blockchain technology guarantees, although at infancy stage. Therefore, developing blockchain-assisted frameworks digital record addressing inherent technological hitches will further accelerate preservation, user authorization, they transmitted host

Language: Английский

Security and Privacy of Technologies in Health Information Systems: A Systematic Literature Review DOI Creative Commons

Parisasadat Shojaei,

Elena Vlahu‐Gjorgievska, Yang-Wai Chow

et al.

Computers, Journal Year: 2024, Volume and Issue: 13(2), P. 41 - 41

Published: Jan. 31, 2024

Health information systems (HISs) have immense value for healthcare institutions, as they provide secure storage, efficient retrieval, insightful analysis, seamless exchange, and collaborative sharing of patient health information. HISs are implemented to meet needs, well ensure the security privacy medical data, including confidentiality, integrity, availability, which necessary achieve high-quality services. This systematic literature review identifies various technologies methods currently employed enhance data within HISs. Various been utilized information, such IoT, blockchain, mobile applications, cloud computing, combined technologies. study also three key aspects, namely, access control, sharing, discusses challenges faced in each aspect that must be enhanced

Language: Английский

Citations

31

Collaborative threat intelligence: Enhancing IoT security through blockchain and machine learning integration DOI Creative Commons
Ahsan Nazir, Jingsha He, Nafei Zhu

et al.

Journal of King Saud University - Computer and Information Sciences, Journal Year: 2024, Volume and Issue: 36(2), P. 101939 - 101939

Published: Feb. 1, 2024

Ensuring robust security in the Internet of Things (IoT) landscape is paramount importance. This research article presents a novel approach to enhance IoT by leveraging collaborative threat intelligence and integrating blockchain technology with machine learning (ML) models. The iOS application acts as central control centre, facilitating reporting sharing detected threats. shared data securely stored on network, enabling ML models access learn from diverse range scenarios. focuses implementing Random Forest, Decision Tree classifier, Ensemble, LSTM, CNN IoT23 dataset within context Collaborative Threat Intelligence Framework for Security. Through an iterative process, models' accuracy improved reducing false negatives through system. investigates implementation details, privacy considerations, seamless integration ML-based techniques continuous model improvement. Experimental evaluations demonstrate effectiveness proposed system enhancing mitigating potential contributes advancement security, paving way more secure reliable deployments.

Language: Английский

Citations

21

The Convergence of Artificial Intelligence and Blockchain: The State of Play and the Road Ahead DOI Creative Commons
Dhanasak Bhumichai, Christos Smiliotopoulos, Ryan Benton

et al.

Information, Journal Year: 2024, Volume and Issue: 15(5), P. 268 - 268

Published: May 9, 2024

Artificial intelligence (AI) and blockchain technology have emerged as increasingly prevalent influential elements shaping global trends in Information Communications Technology (ICT). Namely, the synergistic combination of AI introduces beneficial, unique features with potential to enhance performance efficiency existing ICT systems. However, presently, confluence these two disruptive technologies remains a rather nascent stage, undergoing continuous exploration study. In this context, work at hand offers insight regarding most significant intersection. Sixteen outstanding, recent articles exploring been systematically selected thoroughly investigated. From them, fourteen key extracted, including data security privacy, encryption, sharing, decentralized intelligent systems, efficiency, automated decision collective making, scalability, system security, transparency, sustainability, device cooperation, mining hardware design. Moreover, drawing upon related literature stemming from major digital databases, we constructed timeline technological convergence comprising three eras: emerging, convergence, application. For era, categorized pertinent into primary groups: manipulation, applicability legacy issues. application elaborate on impact fusion perspective five distinct focus areas, Internet Things applications cybersecurity, finance, energy, smart cities. This multifaceted, but succinct analysis is instrumental delineating pinpointing characteristics inherent their integration. The paper culminates by highlighting prevailing challenges unresolved questions AI-based thereby charting avenues for future scholarly inquiry.

Language: Английский

Citations

21

Smart Home System: A Comprehensive Review DOI Creative Commons
Arindom Chakraborty,

Monirul Islam,

Fahim Shahriyar

et al.

Journal of Electrical and Computer Engineering, Journal Year: 2023, Volume and Issue: 2023, P. 1 - 30

Published: March 21, 2023

Smart home is a habitation that has been outfitted with technological solutions are intended to provide people services suited their needs. The purpose of this article perform systematic assessment the latest smart literature and conduct survey research development conducted in field. In addition presenting complete picture current system’s (SHS) characteristics, paper provides deep insight into hardware trends. then moves on detailed discussion some important provided by SHS its advantages. also statistically discusses future trends SHS, followed portrayal difficulties roadblocks implementing them. comprehensive overview presented will help designers, researchers, funding agencies, policymakers have bird’s-eye view overall concept, attributes, aspects, features modern SHSs.

Language: Английский

Citations

40

Distributed Technologies Using AI/ML Techniques for Healthcare Applications DOI

B. Gopi,

M. L. Sworna Kokila,

Christopher V. Bibin

et al.

Advances in human and social aspects of technology book series, Journal Year: 2024, Volume and Issue: unknown, P. 383 - 404

Published: July 17, 2024

The healthcare sector has benefited greatly from the integration of AI/ML with distributed technologies like edge computing, blockchain, and Internet Things (IoT) to address challenges data interoperability, security, scalability. This synergy a major impact on patient care, medical research, efficiency system. techniques are used in variety fields, including drug development, imaging interpretation, picture identification, predictive analytics, sickness prediction. relationship between technologies—such as decentralized architectures for safe access real-time sources, blockchain integrity privacy, computing low-latency processing—is discussed. When combining dispersed technology, business faces trends concerns related legal compliance, ethical issues.

Language: Английский

Citations

15

Connectedness between healthcare cryptocurrencies and major asset classes: Implications for hedging and investments strategies DOI Creative Commons
Ritesh Patel, Mariya Gubareva, Muhammad Zubair Chishti

et al.

International Review of Financial Analysis, Journal Year: 2024, Volume and Issue: 93, P. 103181 - 103181

Published: March 13, 2024

This paper studies dynamic connectedness between four prominent healthcare cryptocurrencies, namely MediBloc, MediShares, Medicalchain, and Dentacoin, bond, equity, commodity markets along with USD Bitcoin. The daily data span from February 2018 to April 2023. We applied the quantile VAR method wavelet correlation approach measure connectedness. reveals a strengthening interrelation among assets during COVID-19 Russia-Ukraine military conflict, while highlights existing diversification opportunities. To test portfolio performance, we resort minimum variance portfolio, recently developed techniques. is best performing highest Sharpe ratio. In addition, considering portfolios, exposure cryptocurrencies also improves diversification. Based on hedging effectiveness, show that investment in reduces volatility for all selected portfolios though currently limited degree. However, investors are advised regularly monitor their asset allocation as, passage of time, strength attributes may change. Our study provides important implications policymakers managers.

Language: Английский

Citations

14

Enabling Demonstrated Consent for Biobanking with Blockchain and Generative AI DOI Creative Commons

Carl Edward Barnes,

Mateo Aboy, Timo Minssen

et al.

The American Journal of Bioethics, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 16

Published: Nov. 5, 2024

Participation in research is supposed to be voluntary and informed. Yet it difficult ensure people are adequately informed about the potential uses of their biological materials when they donate samples for future research. We propose a novel consent framework which we call "demonstrated consent" that leverages blockchain technology generative AI address this problem. In demonstrated model, each donated sample associated with unique non-fungible token (NFT) on blockchain, records its metadata information planned past research, updated use sample. This accessible large language model (LLM) customized present an understandable interactive manner. Thus, our technologies track, make available, explain regarding samples.

Language: Английский

Citations

14

Blockchain integration in healthcare: a comprehensive investigation of use cases, performance issues, and mitigation strategies DOI Creative Commons
Meenavolu S. B. Kasyapa,

C. Vanmathi

Frontiers in Digital Health, Journal Year: 2024, Volume and Issue: 6

Published: April 26, 2024

Healthcare is a critical area where blockchain technology (BT) being heralded as potential game-changer for facilitating secure and efficient data sharing. The purpose of this review to examine BT applications, performance challenges, solutions in healthcare. To begin, This paper explores popular networks exchange, encompassing both public permissioned platforms, such Ethereum Hyperledger Fabric. analyzes the applications BT’s decentralized, immutable, smart contract capabilities healthcare settings, including interoperable health patient consent management, drug supply chain oversight, clinical trial management. industry might greatly benefit from increased privacy, transparency, accessibility that these technologies provide. Despite promising medical uses, not without its drawbacks. High energy consumption, throughput, scalability are all concerns. We wrapped up by discussing have been implemented, consensus processes, measures like sharding, off-chain transactions designed mitigate

Language: Английский

Citations

12

The role of blockchain to secure internet of medical things DOI Creative Commons
Yazeed Yasin Ghadi, Tehseen Mazhar, Tariq Shahzad

et al.

Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)

Published: Aug. 8, 2024

Abstract This study explores integrating blockchain technology into the Internet of Medical Things (IoMT) to address security and privacy challenges. Blockchain’s transparency, confidentiality, decentralization offer significant potential benefits in healthcare domain. The research examines various components, layers, protocols, highlighting their role IoMT. It also IoMT applications, challenges, methods for enhance security. Blockchain integration can be vital securing managing this data while preserving patient privacy. opens up new possibilities healthcare, medical research, management. results provide a practical approach handling large amount from devices. strategy makes effective use resource fragmentation encryption techniques. is essential have well-defined standards norms, especially sector, where upholding safety protecting confidentiality information are critical. These illustrate that it follow like HIPAA, help ensure these criteria met. Furthermore, enhancing inter-system communication industry maintaining protection. highlight effectiveness blockchain’s consistency cryptographic techniques combining identity management protection, integrity. an unchangeable distributed ledger system. In short, paper provides important insights how may transform by effectively addressing challenges generating legal, safe, interoperable solutions. Researchers, doctors, graduate students audience our paper.

Language: Английский

Citations

12

Evaluating the blockchain-based healthcare supply chain using interval-valued Pythagorean fuzzy entropy-based decision support system DOI
Arunodaya Raj Mishra, Pratibha Rani, Adel Fahad Alrasheedi

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2023, Volume and Issue: 126, P. 107112 - 107112

Published: Sept. 12, 2023

Language: Английский

Citations

21