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Technological solution to improve outpatient medical care services using routing techniques and medical appointment scheduling

  • Universidad Peruana de Ciencias Aplicadas

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

In this paper, a technological solution that optimizes the time of outpatient medical care with home visits using a routing technique and medical appointment scheduling. The solution provides assignments of outpatient medical consultations that are notified in real time to the closest health specialists in order to arrange a home health visit. In Peru, the waiting time for medical attention is 82 minutes and the average time for scheduling the appointment is 80.04 minutes in clinics or private health centers. This delay causes many patients to seek self-medication or use traditional medicine or simply do not attend to treat their medical emergency. The proposal uses the technique of using the K-means algorithm and the Ant Colony System algorithm and it has 3 components: Physical Architecture, Cloud Services and Technologies, languages and frameworks. The validation was carried out with a sample of 10 specialist physicians in Lima, Peru. Preliminary results allowed the technique used to reduce the waiting time to 70.85% and the appointment scheduling time was reduced by 95.55%. These percentages are calculated in reference to the data evaluated in 2020 by the INEI.

Original languageEnglish
Title of host publicationProceedings of the 2021 IEEE 1st International Conference on Advanced Learning Technologies on Education and Research, ICALTER 2021
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665407052
DOIs
StatePublished - 2021
Event1st IEEE International Conference on Advanced Learning Technologies on Education and Research, ICALTER 2021 - Lima, Peru
Duration: 16 Dec 202118 Dec 2021

Publication series

NameProceedings of the 2021 IEEE 1st International Conference on Advanced Learning Technologies on Education and Research, ICALTER 2021

Conference

Conference1st IEEE International Conference on Advanced Learning Technologies on Education and Research, ICALTER 2021
Country/TerritoryPeru
CityLima
Period16/12/2118/12/21

Keywords

  • Geolocation
  • Health care systems
  • Home visits

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