Blockchain meets federated learning in healthcare: A systematic review with challenges and opportunities

R Myrzashova, SH Alsamhi… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Recently, innovations in the Internet of Medical Things (IoMT), information and
communication technologies, and machine learning (ML) have enabled smart healthcare …

[HTML][HTML] A secure healthcare 5.0 system based on blockchain technology entangled with federated learning technique

A Rehman, S Abbas, MA Khan, TM Ghazal… - Computers in Biology …, 2022 - Elsevier
In recent years, the global Internet of Medical Things (IoMT) industry has evolved at a
tremendous speed. Security and privacy are key concerns on the IoMT, owing to the huge …

Empowering precision medicine: Unlocking revolutionary insights through blockchain-enabled federated learning and electronic medical records

A Ali, BAS Al-Rimy, TT Tin, SN Altamimi, SN Qasem… - Sensors, 2023 - mdpi.com
Precision medicine has emerged as a transformative approach to healthcare, aiming to
deliver personalized treatments and therapies tailored to individual patients. However, the …

Cross-cluster federated learning and blockchain for internet of medical things

H Jin, X Dai, J Xiao, B Li, H Li… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Federated learning (FL) has been gaining popularity as a way to provide privacy-preserving
data sharing for the Internet of Medical Things (IoMT). As a complementary, blockchain …

A survey of blockchain-based strategies for healthcare

EJ De Aguiar, BS Faiçal, B Krishnamachari… - ACM Computing …, 2020 - dl.acm.org
Blockchain technology has been gaining visibility owing to its ability to enhance the security,
reliability, and robustness of distributed systems. Several areas have benefited from …

[HTML][HTML] Blockchain integration with digital technology and the future of health care ecosystems: systematic review

H Fatoum, S Hanna, JD Halamka, DC Sicker… - Journal of Medical …, 2021 - jmir.org
Background In the era of big data, artificial intelligence (AI), and the Internet of Things (IoT),
digital data have become essential for our everyday functioning and in health care services …

Exploring research in blockchain for healthcare and a roadmap for the future

M Kassab, J DeFranco, T Malas… - … on Emerging Topics …, 2019 - ieeexplore.ieee.org
Healthcare is a data-intensive domain, once a considerable volume of data is daily to
monitoring patients, managing clinical research, producing medical records, and processing …

[HTML][HTML] The health care sector's experience of blockchain: A cross-disciplinary investigation of its real transformative potential

K Yeung - Journal of Medical Internet Research, 2021 - jmir.org
Background Academic literature highlights blockchain's potential to transform health care,
particularly by seamlessly and securely integrating existing data silos while enabling …

[HTML][HTML] Applications of blockchain in the medical field: narrative review

Y Xie, J Zhang, H Wang, P Liu, S Liu, T Huo… - Journal of Medical …, 2021 - jmir.org
Background As a distributed technology, blockchain has attracted increasing attention from
stakeholders in the medical industry. Although previous studies have analyzed blockchain …

[HTML][HTML] Blockchain applications for healthcare data management

DV Dimitrov - Healthcare informatics research, 2019 - synapse.koreamed.org
Objectives This pilot study aimed to provide an overview of the potential for blockchain
technology in the healthcare system. The review covers technological topics from storing …