Published October 16, 2017 | Version v1
Conference paper Open

A resource-based decision support tool for emergency response management

Authors/Creators

  • 1. KIOS Center of Excellence, University of Cyprus
  • 2. Cambridge University Hospitals, United Kingdom
  • 3. National Center for Scientific Research Demokritos, Greece

Description

In an emergency event, the efficient and effective management of medical resources reduces response times and better meets the patient's needs. However, the heterogeneity of types of resources (e.g., crews and expertise levels, vehicles, hospital capacity) and needs of patients (e.g., trauma status and type, location) makes efficient management of resources a very challenging task. In an effort to improve the management of medical resources during emergencies, this work designs and proposes a decision support tool that can be used for efficient real-time resource allocation. First, a network model is derived to capture the resources' flow. Thereafter, a mathematical program is formulated so as to allow optimization of the resources' allocation, and an online algorithmic implementation is provided to enable real-time execution within, for example, a computer-aided decision support system. Extensive simulations are also conducted under various scenario settings to experiment with the proposed tool and to demonstrate the potentially achievable efficiency gains.

Notes

P. Kolios, G. Milis, C. Panayiotou, T. Staykova and H. Papadopoulos, "A resource-based decision support tool for emergency response management," 2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM), Rennes, 2015, pp. 159-165. doi: 10.1109/ICT-DM.2015.7402032 keywords: {decision support systems;emergency management;mathematical programming;computer-aided decision support system;emergency response management;mathematical program;medical resources;real-time resource allocation;resource-based decision support tool;Decision support systems;Emergency services;Hospitals;Receivers;Resource management;Vehicles;Emergency management;decision support;medical resource allocation;network flows}, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7402032&isnumber=7402014 © 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, in-cluding reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to serv-ers or lists, or reuse of any copyrighted component of this work in other works.

Files

EMDecisionSupportGM.pdf

Files (294.9 kB)

Name Size Download all
md5:f3064708d8cc6749f551774c50e06558
294.9 kB Preview Download

Additional details

Related works

Is previous version of
10.1109/ICT-DM.2015.7402032 (DOI)

Funding

European Commission
CONCORDE - Development of Coordination Mechanisms During Different Kinds of Emergencies 607814