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Virtual Assistant for the Registration of Clinical Histories Using Natural Language Processing in the Health Sector

  • Universidad Peruana de Ciencias Aplicadas

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

Abstract

Medicine has evolved over time, utilizing technology to automate its relevant processes and expedite healthcare delivery. A notable example is electronic medical records, which would facilitate a doctor’s task when recording them, as it often becomes cumbersome and involves wasted time. However, many healthcare specialists with a higher age demographic find it challenging to adapt to digital or virtual environments for the completion of these medical records, which would streamline their documentation. Therefore, the focus of this present study is on a virtual assistant that, employing natural language processing, will serve the purpose of resolving the described problem, all through voice commands. The system was validated through a testing scenario with a sample of thirty users, using a success indicator that measures the percentage reduction in the time required to complete a medical history. Consequently, an average reduction of 54.1% in the time required for medical history recording was achieved. Additionally, 70% of the participants perceived that the virtual assistant would contribute to the optimization of medical history recording. Likewise, 80% considered the user interface to be pleasant and intuitive.

Original languageEnglish
Title of host publicationInternational Conference on Applied Technologies - 5th International Conference on Applied Technologies, ICAT 2023, Revised Selected Papers
EditorsMiguel Botto-Tobar, Marcelo Zambrano Vizuete, Sergio Montes León, Pablo Torres-Carrión, Benjamin Durakovic
PublisherSpringer Science and Business Media Deutschland GmbH
Pages18-30
Number of pages13
ISBN (Print)9783031589522
DOIs
StatePublished - 2024
Event5th International Conference on Applied Technologies, ICAT 2023 - Samborondon, Ecuador
Duration: 22 Nov 202324 Nov 2023

Publication series

NameCommunications in Computer and Information Science
Volume2050 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference5th International Conference on Applied Technologies, ICAT 2023
Country/TerritoryEcuador
CitySamborondon
Period22/11/2324/11/23

Keywords

  • Artificial Intelligence
  • Chatbots
  • Medical Records
  • Natural Language Processing
  • Virtual Assistant

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