ArticleScientific reports2025
Feasibility of intelligent logistics management for operational efficiency in smart hospitals: a case study.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- From 5G smart hospitals to 6G-enabled learning hospitals: a governance-oriented framework for healthcare technology, policy, and responsible deployment.Frontiers in digital health · 2026Review
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
It is imperative to enhance the scientific management of logistics through the creation and advancement of an Intelligent Logistics Management in Smart Hospitals. This paper presents a preliminary introduction to an intelligent logistics management system. The subsequent section offers a comprehensive overview of the diverse platforms that constitute the intelligent logistics management system. These include the energy management platform, intelligent lighting control platform, one-stop service platform, power operation and maintenance monitoring platform, and the BIM O&M platform, the latter of which is visualised. Furthermore, it provides a comprehensive account of the construction, architectural design, and the functions and responsibilities of the constituent sub-platforms. Furthermore, a thorough examination is conducted to ascertain the substantial efficacy and energy-saving impact of implementing an intelligent logistics management system within the context of a hospital project in Shenzhen, China. The findings indicate a substantial reduction in the energy consumption of the entire building structure, with the maximum total energy consumption reduced by 402 MWh, signifying an 18.5% decline. The system has been demonstrated to reduce operational costs and facilitate environmentally conscious operations, which represents a core objective. The construction of the logistics operation and maintenance platform serves to enhance the efficiency of integrated logistics management, as well as the degree of management refinement. The management system, which employs information technology, is an effective tool for the oversight and enhancement of logistics management. Furthermore, the system provides logistical support for the construction of an environmentally sustainable hospital.
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Registered trials
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