A Framework for Covid-19 Vaccine Management System Using Blockchain Technology

Mahamud, Shafayet; Alvi, Syada Tasmia

doi:10.1109/icrtcst54752.2022.9781924

Cited by 8 publications

(3 citation statements)

References 20 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Numerous businesses, like Google, Microsoft, and Nokia, among others, actively research it since it may produce substantial outcomes for various classification and regression issues and datasets [54]. In addition, the PHR is a patient-centered system that is run by patients in a confidential environment [55][56][57]. It ensures the data which is stored in the database is secure and properly controlled by the patient and accessed by the others as per the consent of the owner.…”

Section: Deep Learning (Dl)mentioning

confidence: 99%

WITHDRAWN: Integration of Blockchain Technology with Deep Learning Approaches: Vision and Future Opportunities

Afaq

Manocha

2022

Preprint

View full text Add to dashboard Cite

Recently, Deep Learning and blockchain technology has gained successful attention in recent research due to their high potential for generating accurate decision. The operational transparency, traceability, dependability, security, and trustworthy data provenance characteristics are offered by the vast majority of current deep learning approaches that are developed on centralized servers. Therefore, using centralized data to train Deep Learning models makes them vulnerable to the single point of failure issue. In this article, the benefits of combining Blockchain and Deep Learning algorithms are explored. Moreover, the state-of-the-art literature is reviewed to find out the most possible way to integrate these two technologies for an optimal solution. Based on the literature survey this article is divided by a thematic taxonomy that includes seven different parameters such as Deep Learning techniques, protocols, domains, types of blockchain, use of deep learning and blockchain, and datasets. We have outlined the advantages and disadvantages of the most advanced blockchain-based deep learning frameworks to give insightful discussions. At last, the most important challenges that need further research are also highlighted with future recommendations.

show abstract

Section: Deep Learning (Dl)mentioning

confidence: 99%

WITHDRAWN: Integration of Blockchain Technology with Deep Learning Approaches: Vision and Future Opportunities

Afaq

Manocha

2022

Preprint

View full text Add to dashboard Cite

show abstract

“…Thirteen articles [181][182][183][184][185][186][187][188][189][190][191][192][193] applied blockchain, mHealth, algorithms, and biometric technologies for COVID-19 vaccination certification. Eight of these studies were considered innovative, but some digital solutions had technical barriers, transaction costs, and ethical barriers to promotion.…”

Section: Certification Of Covid-19 Vaccinationmentioning

confidence: 99%

Applications of Social Media and Digital Technologies in COVID-19 Vaccination: Scoping Review

et al. 2023

View full text Add to dashboard Cite

Background Social media and digital technologies have played essential roles in disseminating information and promoting vaccination during the COVID-19 pandemic. There is a need to summarize the applications and analytical techniques of social media and digital technologies in monitoring vaccine attitudes and administering COVID-19 vaccines. Objective We aimed to synthesize the global evidence on the applications of social media and digital technologies in COVID-19 vaccination and to explore their avenues to promote COVID-19 vaccination. Methods We searched 6 databases (PubMed, Scopus, Web of Science, Embase, EBSCO, and IEEE Xplore) for English-language articles from December 2019 to August 2022. The search terms covered keywords relating to social media, digital technology, and COVID-19 vaccines. Articles were included if they provided original descriptions of applications of social media or digital health technologies/solutions in COVID-19 vaccination. Conference abstracts, editorials, letters, commentaries, correspondence articles, study protocols, and reviews were excluded. A modified version of the Appraisal Tool for Cross-Sectional Studies (AXIS tool) was used to evaluate the quality of social media–related studies. The review was undertaken with the guidance of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. Results A total of 178 articles were included in our review, including 114 social media articles and 64 digital technology articles. Social media has been applied for sentiment/emotion analysis, topic analysis, behavioral analysis, dissemination and engagement analysis, and information quality analysis around COVID-19 vaccination. Of these, sentiment analysis and topic analysis were the most common, with social media data being primarily analyzed by lexicon-based and machine learning techniques. The accuracy and reliability of information on social media can seriously affect public attitudes toward COVID-19 vaccines, and misinformation often leads to vaccine hesitancy. Digital technologies have been applied to determine the COVID-19 vaccination strategy, predict the vaccination process, optimize vaccine distribution and delivery, provide safe and transparent vaccination certificates, and perform postvaccination surveillance. The applied digital technologies included algorithms, blockchain, mobile health, the Internet of Things, and other technologies, although with some barriers to their popularization. Conclusions The applications of social media and digital technologies in addressing COVID-19 vaccination–related issues represent an irreversible trend. Attention should be paid to the ethical issues and health inequities arising from the digital divide while applying and promoting these technologies.

show abstract

“…To manage the enormous volume of data, they also linked the Ethereum blockchain with the Interplanetary File System (IPFS)'s storage and developed smart contracts to automate functionality and explain the thinking behind each step of the suggested solution. A vaccine management system designed, based on blockchain technology introduced in [35]. For vaccine registration, validation, certification and selfreporting of any problems, the authors created a blockchainbased system.…”

Section: Literature Surveymentioning

confidence: 99%

Covid-19 Vaccine Management System based on Blockchain: A Survey

Mahamud

Alvi

2022

2022 IEEE International Conference on Current Development in Engineering and Technology (CCET)

Self Cite

View full text Add to dashboard Cite

Early in 2020, the coronavirus Covid-19, which is produced by the SARS-CoV-2 strain, first gained international attention as a severe health threat. Covid-19 spread quickly around the world, forcing everyone to fight with preventative measures like masks, hand washing, and preserving social distance. But to prevent the virus, vaccination has been playing a key role. Vaccination records that contain patient data make this system very complicated because there is a risk of a privacy breach. Hackers may steal the personal health information of individuals or may carry out cyberattacks against any national health data server. Additionally, there is a chance that dishonest people can purchase and sell fake vaccine certificates on the black market. Blockchain can provide a solution to this regard by its features like data immutability, privacy, transparency and decentralization. For people, governments, and organizations interested in blockchain-based systems, we analyze the blockchain based vaccination management system in this study and provide a current summary. We envision our study to motivate more blockchain based systems.

show abstract

A Framework for Covid-19 Vaccine Management System Using Blockchain Technology

Cited by 8 publications

References 20 publications

WITHDRAWN: Integration of Blockchain Technology with Deep Learning Approaches: Vision and Future Opportunities

WITHDRAWN: Integration of Blockchain Technology with Deep Learning Approaches: Vision and Future Opportunities

Applications of Social Media and Digital Technologies in COVID-19 Vaccination: Scoping Review

Covid-19 Vaccine Management System based on Blockchain: A Survey

Contact Info

Product

Resources

About