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Investigation of Diabetes Care in Elder Individuals Using Artificial Intelligence

Authors :
Sonali Vyas
Sachin Gupta
Sandhya Tarar
Batyrkhan Omarov
Bhasker Pant
Jyoti L. Bangare
Tapas Bhowmik
Source :
Journal of Food Quality, Vol 2022 (2022)
Publication Year :
2022
Publisher :
Hindawi-Wiley, 2022.

Abstract

The term blockchain is mainly regarded as the distributed transaction which is mainly comprised of different blocks, and each set tends to represent the data that are being associated with the previous blocks. The blockchain is mainly managed through peer-to-peer networks which comparatively involves in adhering to the protocol of authenticating various blocks to form the blockchain. The usage of blockchain technology has been increasingly used in different fields, and healthcare services are now using blockchain for better patient delivery, detecting disease, and other aspects. The scope of the proposed study is that this study has exploited the function of a blockchain-enabled big data network to support medical professionals in giving better treatment modalities and delivering better patient care. The application of a new generation of smart block chains such as Ethereum and NEM is now offering better services and features in creating blockchain-based healthcare data management and hence support healthcare centers, medical practitioners, nurses, radiologists, and patients for better healthcare management. The application of blockchain technology in big data networks supports adding more value as it results in enhanced data quality, accessibility, and support in creating better security and safety of data and information, which is highly essential in the medical industry. Blockchain technology enables big data technologies enabled in supporting medical practitioners in addressing various healthcare ailments; one of the major diseases impacting many people around the world is diabetes. Patients with such ailments tend to generate more data and information related to the disease and health-related aspects. Hence, this information requires being maintained and analyzed, so that superior healthcare services can be provided. This study is more involved in the investigation of blockchain technology through a big data network enabled in offering better care for elderly individuals who have been affected due to diabetes, the researchers propose to choose a questionnaire method to collect the data from nearly 169 respondents, and these data were then analyzed using SPSS data package. The analyst used percentage analysis, correlation analysis, and chi-square test to analyze the data which has been collated by the researchers. The results and discussion show in detail the major aspects of blockchain technology in supporting healthcare professionals for better diabetes care management for elderly individuals.

Details

Language :
English
ISSN :
17454557
Volume :
2022
Database :
Directory of Open Access Journals
Journal :
Journal of Food Quality
Publication Type :
Academic Journal
Accession number :
edsdoj.8594a57b37c4cd2902931871a1c940d
Document Type :
article
Full Text :
https://doi.org/10.1155/2022/8760032