Scheduling Hemodialysis Patients with Patient Preferences

Nowadays, outpatient providers are struggling to reduce the current costs and improve the service quality. A part of the outpatient service provider is a hemodialysis department with expensive supplies and equipment. Therefore, in the present paper, the scheduling of hemodialysis patients with their...

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Main Authors: S. M. Navabi, M. Reisi-Nafchi, Gh. Moslehi
Format: Article
Language:fas
Published: Isfahan University of Technology 2020-02-01
Series:Ravish/hā-yi ̒adadī dar Muhandisī
Subjects:
Online Access:http://jcme.iut.ac.ir/article-1-740-en.html
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spelling doaj-4829888554a540c59b10e0b693592d602020-11-25T03:41:05ZfasIsfahan University of Technology Ravish/hā-yi ̒adadī dar Muhandisī2228-76982423-57412020-02-0138297114Scheduling Hemodialysis Patients with Patient PreferencesS. M. Navabi0M. Reisi-Nafchi1Gh. Moslehi2 Department of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, Iran Department of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, Iran Department of Industrial and Systems Engineering, Isfahan University of Technology, Isfahan, Iran Nowadays, outpatient providers are struggling to reduce the current costs and improve the service quality. A part of the outpatient service provider is a hemodialysis department with expensive supplies and equipment. Therefore, in the present paper, the scheduling of hemodialysis patients with their preferences has been studied. The aim of scheduling hemodialysis patients in this study is to minimize the normalized weighted sum of deviations from the  patients' preferences and the  total completion time. It should be noted that the patient's preferences include beds, treatment combination of days and their turn. To solve the problem, two mathematical models have been presented. Performence of the models in solving the real data of the hemodyalisis department of Imam Khomeini Hospital, in Kermanshah, was investigated. The results showed the efficiency of the proposed models in considering the preferences of patients;  however, these preferences in the hospital schedule were considered in few cases, as far as it was possible.  So, these preferences has no priority in the hospital schedule. In addition to considering the patients’ preferences, the solution of models reduced the total completion time of the pationts treatment. Also, one of the proposed models in this papercould  optimally solve the instances three times larger than the hospital caseshttp://jcme.iut.ac.ir/article-1-740-en.htmlschedulingappointmenthemodialysismathematical modelpatient preferences
collection DOAJ
language fas
format Article
sources DOAJ
author S. M. Navabi
M. Reisi-Nafchi
Gh. Moslehi
spellingShingle S. M. Navabi
M. Reisi-Nafchi
Gh. Moslehi
Scheduling Hemodialysis Patients with Patient Preferences
Ravish/hā-yi ̒adadī dar Muhandisī
scheduling
appointment
hemodialysis
mathematical model
patient preferences
author_facet S. M. Navabi
M. Reisi-Nafchi
Gh. Moslehi
author_sort S. M. Navabi
title Scheduling Hemodialysis Patients with Patient Preferences
title_short Scheduling Hemodialysis Patients with Patient Preferences
title_full Scheduling Hemodialysis Patients with Patient Preferences
title_fullStr Scheduling Hemodialysis Patients with Patient Preferences
title_full_unstemmed Scheduling Hemodialysis Patients with Patient Preferences
title_sort scheduling hemodialysis patients with patient preferences
publisher Isfahan University of Technology
series Ravish/hā-yi ̒adadī dar Muhandisī
issn 2228-7698
2423-5741
publishDate 2020-02-01
description Nowadays, outpatient providers are struggling to reduce the current costs and improve the service quality. A part of the outpatient service provider is a hemodialysis department with expensive supplies and equipment. Therefore, in the present paper, the scheduling of hemodialysis patients with their preferences has been studied. The aim of scheduling hemodialysis patients in this study is to minimize the normalized weighted sum of deviations from the  patients' preferences and the  total completion time. It should be noted that the patient's preferences include beds, treatment combination of days and their turn. To solve the problem, two mathematical models have been presented. Performence of the models in solving the real data of the hemodyalisis department of Imam Khomeini Hospital, in Kermanshah, was investigated. The results showed the efficiency of the proposed models in considering the preferences of patients;  however, these preferences in the hospital schedule were considered in few cases, as far as it was possible.  So, these preferences has no priority in the hospital schedule. In addition to considering the patients’ preferences, the solution of models reduced the total completion time of the pationts treatment. Also, one of the proposed models in this papercould  optimally solve the instances three times larger than the hospital cases
topic scheduling
appointment
hemodialysis
mathematical model
patient preferences
url http://jcme.iut.ac.ir/article-1-740-en.html
work_keys_str_mv AT smnavabi schedulinghemodialysispatientswithpatientpreferences
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