The intelligent monitoring method for bidirectional referral information resource in hospital based on big data

Cao, Ying; Cao, Chao

doi:10.1504/ijiscm.2020.112031

Cited by 2 publications

(1 citation statement)

References 15 publications

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“…The horizontal and vertical integration models are based on different forms of health care resource delivery. The horizontal integration model is the further integration of health care resources, while the vertical integration model is a combination of different levels and types of health care resources 3 .…”

Section: Related Workmentioning

confidence: 99%

Open pollution routing problem of logistics distribution in medical union based on differential search algorithm

Quan

Pang

Chen

et al. 2022

Sci Rep

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Medical care is a guarantee of people's daily life. Improving healthcare contributes to people's well-being. However, healthcare resources are characterized by uneven distribution. Financially well-off areas will have higher quality health care resources. Most of the medical resources are concentrated in public general hospitals, however, primary care institutions can hardly meet the growing needs of people. To solve this problem, Medical Union achieves efficient deployment of resources by integrating various medical institutions in the same area. In the process of logistics integration of the medical union, the scale of logistics distribution expands accordingly. Transportation vehicles have high operating costs and produce greenhouse gases in the process of distribution. The optimization of the driving path of logistics distribution vehicles can reduce the operating cost, fuel consumption and carbon emission. To solve this kind of decentralized and complex vehicle routing problem, this paper proposes a pollution routing problem model considering electrical vehicle usage, customer's soft time window expectation, open path and carbon cost. A modified Differential Search Algorithm with the comprehensive learning strategy and dynamic Cauchy variation strategy is advanced to solve the problem. Results show that the improved algorithm has good solving performance, and verifies the rationality of the proposed model, which will help to reduce carbon emissions and save the logistics and operating costs of medical devices.

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Section: Related Workmentioning

confidence: 99%

Open pollution routing problem of logistics distribution in medical union based on differential search algorithm

Quan

Pang

Chen

et al. 2022

Sci Rep

View full text Add to dashboard Cite

show abstract

Information security of hospital computer network based on SAE deep neural network

Zhang

Wang

2023

Applied Mathematics and Nonlinear Sciences

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As the pace of hospital informatization construction continues to accelerate, information network technologies are being used more and more extensively in the medical industry. These advanced technologies make medical businesses more and more dependent on industry information and data, which brings about network system security issues that cannot be ignored. To strengthen the daily operation and management of hospitals, ensure the stable operation of computer systems, and do a good job in protecting the security of hospital computer system network information, this paper designs a risk assessment method for hospital computer network information security based on SAE deep neural network and analyzes the main factors affecting the security of hospital computer system network information. The experimental results prove that the proposed method can effectively improve the reliability of the evaluation results and ensure the accuracy of the evaluation results. According to the obtained information security model, it can effectively guide the construction and application of hospital computer network information systems, optimize the system network, and promote the development of hospital informatization.

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The intelligent monitoring method for bidirectional referral information resource in hospital based on big data

Cited by 2 publications

References 15 publications

Open pollution routing problem of logistics distribution in medical union based on differential search algorithm

Open pollution routing problem of logistics distribution in medical union based on differential search algorithm

Information security of hospital computer network based on SAE deep neural network

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