Analysis on the Application of Big Data Technology in Medical and Health Industry

Chen, Qinghua; Wang, Weiguang

doi:10.1088/1742-6596/1883/1/012136

Cited by 3 publications

(2 citation statements)

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“…Among them, one switch is used to connect to the remote subnet, and then one host is prepared to attack, and the network attack topology result is completed according to the remaining operating bandwidth of the switch. The built-in attack traffic generation tool Trafgen is used to form the attack traffic of the attack host [7][8].…”

Section: Development and Design Of Remote Network Attack Defense Base...mentioning

confidence: 99%

Application of Big Data Analysis Technology in Remote Network Attack Defense

Gao¹

2023

Proceedings of the 2nd International Conference on Bigdata Blockchain and Economy Management, ICBBEM 2023, May 19–21, 2023, Han

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In order to explore the application of remote network attack defense, a research on the application of big data analysis technology in remote network attack defense is put forward. Firstly, this paper describes that big data is a very advanced pattern recognition technology, which can find potential viruses or Trojans from massive network data resources. In this way, anti-virus defense software can be started in time to remove viruses or trojans from the network and ensure the normal operation of the network. Secondly, the basic theory of big data is described in detail, its application process in network security is analyzed, and an advanced network security defense model is constructed to improve the level of network security defense. Finally, using big data analysis technology, a new remote network attack defense software system is constructed, and global systematic attacks are added to the system to deal with them, so that various network threats can be perceived and corresponding interception treatment can be taken. After the defense function test, the response speed and interception rate of the system are ideal, and it can respond to network attacks in time, effectively ensuring network security.

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Section: Development and Design Of Remote Network Attack Defense Base...mentioning

confidence: 99%

Application of Big Data Analysis Technology in Remote Network Attack Defense

Gao¹

2023

Proceedings of the 2nd International Conference on Bigdata Blockchain and Economy Management, ICBBEM 2023, May 19–21, 2023, Han

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“…deeper impacts to the analysis and application of medical big data. In this context, this article proposes an innovative design scheme for a medical big data platform that integrates machine learning and knowledge graph technology [2,3]. Based on machine learning technology, massive medical data is analyzed and mined, while knowledge graph technology is used to semantically model and organize knowledge in the medical field, thereby achieving knowledge sharing and reuse.…”

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confidence: 99%

Innovative Design of Medical Big Data Platform Integrating Machine Learning and Knowledge Graph

Wang,

2023

Atlantis Highlights in Computer Sciences

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With the rapid development of medical information technology, the amount of medical data continues to increase, and the data structure becomes increasingly complex. How to efficiently process and utilize this data to improve the quality and efficiency of medical services has become an important issue. This article proposes an innovative design for a medical big data platform that integrates machine learning and knowledge graph, using large-scale language models and deep learning models to conduct deep analysis and mining of medical text, images, and other data; Adopting a knowledge graph based medical data integration method to build a sustainable medical big data ecosystem. By transforming medical data from different sources and categories into a unified knowledge representation, the integration, storage, management, analysis, and mining of medical data can be achieved. The research results will provide more accurate, faster, and effective data decision-making support for applications such as hospital management, clinical treatment, and scientific research and teaching.

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Digital Economy and Health: A Case Study of a Leading Enterprise's Value Mining Mode in the Global Big Health Market

Guan

Wang

et al. 2022

Front. Public Health

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Coronavirus disease 2019 (COVID-19) swept across the world and posed a serious threat to human health. Health and elderly care enterprises are committed to continuously improving people's health. With the rapid development of the digital economy, many enterprises have established digital product-service ecosystems after combining “Internet +,” big data, cloud computing, and the big health industry. This paper uses the case study method to analyze the overseas market value mining mode of health and elderly care enterprises through in-depth research on leading health and elderly care enterprises. This study explores the value mining mode of the leading enterprise's global big health market using a cluster analysis and Bayesian model with the support of data on geographical characteristics, users' sleep habits, and national big health. This paper theoretically summarizes the successful cases of health and elderly care enterprises through digital transformation, which provides a useful reference for the intelligent transformation of the health and elderly care industry.

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Analysis on the Application of Big Data Technology in Medical and Health Industry

Cited by 3 publications

References 0 publications

Application of Big Data Analysis Technology in Remote Network Attack Defense

Application of Big Data Analysis Technology in Remote Network Attack Defense

Innovative Design of Medical Big Data Platform Integrating Machine Learning and Knowledge Graph

Digital Economy and Health: A Case Study of a Leading Enterprise's Value Mining Mode in the Global Big Health Market

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