Literature DB >> 31338637

A privacy protection method for health care big data management based on risk access control.

Mingyue Shi1,2, Rong Jiang3,4, Xiaohan Hu1,2, Jingwei Shang1,2.   

Abstract

With the rapid development of modern information technology, the health care industry is entering a critical stage of intelligence. Faced with the growing health care big data, information security issues are becoming more and more prominent in the management of smart health care, especially the problem of patient privacy leakage is the most serious. Therefore, strengthening the information management of intelligent health care in the era of big data is an important part of the long-term sustainable development of hospitals. This paper first identified the key indicators affecting the privacy disclosure of big data in health management, and then established the risk access control model based on the fuzzy theory, which was used for the management of big data in intelligent medical treatment, and solves the problem of inaccurate experimental results due to the lack of real data when dealing with actual problems. Finally, the model is compared with the results calculated by the fuzzy tool set in Matlab. The results verify that the model is effective in assessing the current safety risks and predicting the range of different risk factors, and the prediction accuracy can reach more than 90%.

Entities:  

Keywords:  Access control; Health care big data; Health care management science; Privacy protection; Risk

Mesh:

Year:  2019        PMID: 31338637     DOI: 10.1007/s10729-019-09490-4

Source DB:  PubMed          Journal:  Health Care Manag Sci        ISSN: 1386-9620


  4 in total

1.  The Role of Transparency, Trust, and Social Influence on Uncertainty Reduction in Times of Pandemics: Empirical Study on the Adoption of COVID-19 Tracing Apps.

Authors:  Andreas Oldeweme; Julian Märtins; Daniel Westmattelmann; Gerhard Schewe
Journal:  J Med Internet Res       Date:  2021-02-08       Impact factor: 5.428

2.  Reduction of the Cycle Time in the Biopsies Diagnosis Through a Simulation Based on the Box Müller Algorithm.

Authors:  Félix Badilla-Murillo; Bernal Vargas-Vargas; Oscar Víquez-Acuña; Justo García-Sanz-Calcedo
Journal:  Front Public Health       Date:  2022-04-04

3.  Access Control Based on Ciphertext Attribute Authentication and Threshold Policy for the Internet of Things.

Authors:  Qikun Zhang; Yongjiao Li; Zhigang Li; Junling Yuan; Yong Gan; Xiangyang Luo
Journal:  Sensors (Basel)       Date:  2019-11-28       Impact factor: 3.576

4.  Protecting Data Privacy in the Age of AI-Enabled Ophthalmology.

Authors:  Elysse Tom; Pearse A Keane; Marian Blazes; Louis R Pasquale; Michael F Chiang; Aaron Y Lee; Cecilia S Lee
Journal:  Transl Vis Sci Technol       Date:  2020-07-06       Impact factor: 3.283

  4 in total

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