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Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study
We present a prototype system, OptiLoc, that aims at analysing consequences of medical capacity restrictions under the Covid-19 regime as well as at providing medical analysts and decision makers with medical procedure relocation plans for a given area in a given time period. This is achieved by fir...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier B.V.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486220/ https://www.ncbi.nlm.nih.gov/pubmed/34630749 http://dx.doi.org/10.1016/j.procs.2021.09.109 |
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author | Powała, Alina Woźnica, Adam |
author_facet | Powała, Alina Woźnica, Adam |
author_sort | Powała, Alina |
collection | PubMed |
description | We present a prototype system, OptiLoc, that aims at analysing consequences of medical capacity restrictions under the Covid-19 regime as well as at providing medical analysts and decision makers with medical procedure relocation plans for a given area in a given time period. This is achieved by first forecasting the demand of medical procedures of different types at the selected geographical granularity level and then finding relocations which are optimal according to a well defined objective function that takes into account procedure and relocation costs, under constraints imposed by Covid-19 restrictions and hospital capacities. Allocation plans are visualized in a user friendly web-based application. We demonstrate the effectiveness of the developed system on the data on urological procedures from Poland. |
format | Online Article Text |
id | pubmed-8486220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Author(s). Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84862202021-10-04 Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study Powała, Alina Woźnica, Adam Procedia Comput Sci Article We present a prototype system, OptiLoc, that aims at analysing consequences of medical capacity restrictions under the Covid-19 regime as well as at providing medical analysts and decision makers with medical procedure relocation plans for a given area in a given time period. This is achieved by first forecasting the demand of medical procedures of different types at the selected geographical granularity level and then finding relocations which are optimal according to a well defined objective function that takes into account procedure and relocation costs, under constraints imposed by Covid-19 restrictions and hospital capacities. Allocation plans are visualized in a user friendly web-based application. We demonstrate the effectiveness of the developed system on the data on urological procedures from Poland. The Author(s). Published by Elsevier B.V. 2021 2021-10-01 /pmc/articles/PMC8486220/ /pubmed/34630749 http://dx.doi.org/10.1016/j.procs.2021.09.109 Text en © 2021 The Author(s). Published by Elsevier B.V. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Powała, Alina Woźnica, Adam Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study |
title | Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study |
title_full | Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study |
title_fullStr | Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study |
title_full_unstemmed | Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study |
title_short | Optimal Relocation of Medical Procedures Under the Covid-19 Regime: an Urology Case Study |
title_sort | optimal relocation of medical procedures under the covid-19 regime: an urology case study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8486220/ https://www.ncbi.nlm.nih.gov/pubmed/34630749 http://dx.doi.org/10.1016/j.procs.2021.09.109 |
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