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A study on GIS-based spatial analysis of emergency response for disaster management: Focusing on Seoul.
Heliyon
April 2024
Department of Structures and Environmental Engineering, Faculty of Agricultural Engineering and Technology, PMAS Arid Agriculture University Rawalpindi, Pakistan.
This study aims to analyze the operation of fire emergency dispatch, understand the impact of golden time on fire emergency dispatch, and identify factors and improvement measures for effective fire emergency dispatch with in prime time. According to the results of the study, rescue dispatch activities varies depending on the nature of the incident. The summer season had a higher number of calls than other seasons, and Saturday was the day of the week with the highest number of calls (i.
View Article and Find Full Text PDFModelling diversity in hospital strategies in city-scale ambulance dispatching with coupled game-theoretic model and discrete-event simulation.
J Biomed Inform
January 2025
ITMO University, Saint Petersburg, Russia. Electronic address:
The optimization in the ambulance dispatching process is significant for patients who need early treatments. However, the problem of dynamic ambulance redeployment for destination hospital selection has rarely been investigated. The paper proposes an approach to model and simulate the ambulance dispatching process in multi-agent healthcare environments of large cities.
View Article and Find Full Text PDFMDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting.
Neural Netw
January 2025
School of Software, Shandong University, Jinan 250101, China; Shandong Provincial Laboratory of Future Intelligence and Financial Engineering, Yantai 264005, China. Electronic address:
Long time series forecasting has extensive applications in various fields such as power dispatching, traffic control, and weather forecasting. Recently, models based on the Transformer architecture have dominated the field of time series forecasting. However, these methods lack the ability to handle the correlation of multi-scale information and the interaction of information between variables in model design.
View Article and Find Full Text PDFThe marginal wells in low-permeability oil fields are characterized by small storage size, scattered distribution, intermittent production, etc. The construction of large-scale gathering pipelines has large investment. So the current production mode is featured by single well tank oil storage, oil tank truck transportation and manual tank truck scheduling.
View Article and Find Full Text PDFPrehospital critical care beyond advanced life support for out-of-hospital cardiac arrest: A systematic review.
Resusc Plus
January 2025
Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, Coventry, UK.
Aim: To assess the clinical outcomes of patients with out-of-hospital cardiac arrest attended by prehospital critical care teams compared to non-critical care teams.
Methods: This review was prospectively registered with PROSPERO and the eligibility criteria followed a PICOST framework for ILCOR systematic reviews. Prehospital critical care was defined as any provider with enhanced clinical competencies beyond standard advanced life support algorithms and dedicated dispatch to critically ill patients.
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