4.6 Article

Securing electronic health records using blockchain technology for IoT in healthcare domain

Related references

Note: Only part of the references are listed.
Article Chemistry, Multidisciplinary

Leveraging Artificial Intelligence in Blockchain-Based E-Health for Safer Decision Making Framework

Abdulatif Alabdulatif et al.

Summary: ML systems are increasingly used for achieving high productivity and effectiveness, especially when combined with advanced technologies like IoT and e-Health systems. However, the execution environment of ML faces various threats, which can be addressed through blockchain technology. This paper proposes a secure approach to protect the decision process of learning models by incorporating smart contracts and deploying SVM and MLP classifiers on-chain. A case study on medical records demonstrates the effectiveness of this approach, with SVM showing higher prediction scores and MLP exhibiting higher time efficiency.

APPLIED SCIENCES-BASEL (2023)

Article Green & Sustainable Science & Technology

An Overview of Blockchain and IoT Integration for Secure and Reliable Health Records Monitoring

Shadab Alam et al.

Summary: The Internet of Things (IoT) and blockchain (BC) are reliable technologies widely used in various contexts. IoT devices have potential for data sensing and recording, but also face processing and security issues. Traditional cryptographic techniques face challenges in securely transporting and storing medical records. Blockchain technology ensures data immutability, validity, and confidentiality, making it a powerful tool for creating a dependable electronic health record (EHR) system.

SUSTAINABILITY (2023)

Article Computer Science, Artificial Intelligence

Blockchain for healthcare data management: opportunities, challenges, and future recommendations

Ibrar Yaqoob et al.

Summary: Blockchain technology has the potential to significantly revolutionize healthcare data management systems, bringing innovation and improvements. However, the adoption of blockchain technology also faces challenges that require further research and exploration.

NEURAL COMPUTING & APPLICATIONS (2022)

Article Nanoscience & Nanotechnology

Integration of Healthcare 4.0 and blockchain into secure cloud-based electronic health records systems

Hemant B. Mahajan et al.

Summary: This paper provides a systematic study of blockchain-based solutions for securing medical data. By implementing and evaluating different methods, the paper highlights the research gaps, challenges, and future roadmap for Healthcare 4.0 technology. Blockchain technology holds significant importance in ensuring security in healthcare records management.

APPLIED NANOSCIENCE (2022)

Article Computer Science, Artificial Intelligence

A novel blockchain based electronic health record automation system for healthcare

Usharani Chelladurai et al.

Summary: The paper proposes a method of building a smart e-health system using blockchain technology to address the issue of health information exchange between patients, physicians, and health service providers. Through blockchain technology, health records can be securely stored and rapidly accessed, facilitating health information sharing among different providers.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2022)

Article Computer Science, Theory & Methods

A framework for privacy-preservation of IoT healthcare data using Federated Learning and blockchain technology

Saurabh Singh et al.

Summary: This article proposes a secure architecture for privacy-preserving in smart healthcare through the use of blockchain and federated learning. It focuses on the adoption of privacy-preserving federated learning technology and the use of a blockchain-based IoT cloud platform for security and privacy. This technology provides a scalable solution for healthcare machine learning applications in a smart city environment.

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2022)

Review Health Policy & Services

Blockchain technology in healthcare: Challenges and opportunities

Mohsen Attaran

Summary: This paper explores the role of blockchain technology in addressing critical issues in the healthcare industry and summarizes blockchain products and solutions offered by key players in the health field. This research extends and complements existing blockchain research in healthcare.

INTERNATIONAL JOURNAL OF HEALTHCARE MANAGEMENT (2022)

Article Computer Science, Software Engineering

A blockchain-based architecture for securing electronic health record systems

Guang Yang et al.

Summary: This paper introduces a blockchain-based architecture for current electronic health record systems, aiming to ensure data integrity, improve system interoperability, and introduce a new incentive mechanism. The architecture is independent of specific blockchain platforms and can potentially fit with other electronic record systems requiring protection against data misuse.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE (2021)

Review Environmental Sciences

Blockchain and artificial intelligence technology in e-Health

Priti Tagde et al.

Summary: Blockchain and artificial intelligence technologies have great potential in healthcare, improving service efficiency, reducing costs, and democratizing healthcare. Integration of these technologies can create reliable AI models in e-Health using blockchain for sharing and authorization of information.

ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH (2021)

Review Health Care Sciences & Services

Electronic health records in a Blockchain: A systematic review

Andre Henrique Mayer et al.

HEALTH INFORMATICS JOURNAL (2020)

Article Computer Science, Information Systems

Applications of blockchain in ensuring the security and privacy of electronic health record systems: A survey

Shuyun Shi et al.

COMPUTERS & SECURITY (2020)

Article Computer Science, Information Systems

Using Blockchain for Electronic Health Records

Ayesha Shahnaz et al.

IEEE ACCESS (2019)

Article Multidisciplinary Sciences

A Systematic Review of the Use of Blockchain in Healthcare

Marko Holbl et al.

SYMMETRY-BASEL (2018)