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Neutrosophic Intelligence Approach Safeguarding Patient Data in Blockchain-based Smart Healthcare.
- Source :
-
Neutrosophic Sets & Systems . 2023, Vol. 58, p409-424. 16p. - Publication Year :
- 2023
-
Abstract
- In the ever-evolving landscape of blockchain-based smart healthcare, ensuring the security and integrity of patient data stands as an utmost priority. This paper is dedicated to unveiling the pivotal role of Neutrosophic sets theory within our methodology as we tackle the multifaceted challenges of safeguarding patient data. Central to our approach is the innovative integration of Neutrosophic sets theory, a mathematical framework adept at handling the inherent uncertainties and imprecisions often encountered in healthcare decision-making. Leveraging Neutrosophic sets, we construct a comprehensive evaluation model that accommodates the complexities of the smart healthcare environment. Our methodology harnesses Multi-Criteria Decision Making (MCDM) techniques, notably the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), to systematically assess and rank service providers based on their proximity to ideal solutions. The Neutrosophic aspect comes to the forefront as we apply Neutrosophic sets in representing and managing decision-makers' judgments, which often exhibit varying degrees of truth, indeterminacy, and falsity. Furthermore, the Ordered Weighted Averaging (OWA) operator is strategically employed to aggregate these Neutrosophic judgments, accentuating the role of Neutrosophic sets in our decision fusion process. Our empirical study, firmly rooted in Neutrosophic sets theory, showcases the efficacy of this innovative model. It offers a structured and robust framework for healthcare organizations to fortify patient data security in the realm of blockchain-based smart healthcare systems. This paper advances the understanding of the indispensable role played by Neutrosophic sets in enhancing data security, thereby facilitating the adoption of blockchain technology within healthcare, while contributing to the burgeoning field of Neutrosophic Intelligence. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 23316055
- Volume :
- 58
- Database :
- Academic Search Index
- Journal :
- Neutrosophic Sets & Systems
- Publication Type :
- Academic Journal
- Accession number :
- 173982738