ICD-10 WHO Search With RAKE Algorithm

  • I Gusti Ngurah Lanang Wijayakusuma Universitas Udayana
  • I Putu Winada Gautama
DOI: https://doi.org/10.24843/JMAT.2023.v13.i02.p163

Abstract

In most cases, clinicians do not use the ICD-10 standard established by the WHO for diagnosing diseases. These issues may result in outcomes that are undesirable from the standpoints of patient safety and the law. The WHO ICD-10 standard collection of diagnoses that can’t be effectively searched using MySQL’s native search mechanism. Therefore, in order to automatically produce several keywords for each ICD-10 code, academics are interested in analyzing the natural language analysis of WHO ICD-10 data. When diagnosing illnesses, it is envisaged that the availability of numerous types of keywords can lead to more fruitful search results. Natural language analysis, a technique for removing stop words from sentences and simultaneously assessing the semantics of the language from which the keywords will be extracted, makes it possible to do this.


Keywords: Natural Language Analysis ; ICD-10 ; Stop Words ; Semantics.


 

Downloads

Download data is not yet available.
Published
2023-12-29
How to Cite
WIJAYAKUSUMA, I Gusti Ngurah Lanang; GAUTAMA, I Putu Winada. ICD-10 WHO Search With RAKE Algorithm. Jurnal Matematika, [S.l.], v. 13, n. 2, p. 95-104, dec. 2023. ISSN 2655-0016. Available at: <http://ojs.unud.ac.id/index.php/jmat/article/view/101495>. Date accessed: 29 sep. 2025. doi: https://doi.org/10.24843/JMAT.2023.v13.i02.p163.
Citation Formats
Issue
Vol 13 No 2 (2023)
Section
Articles
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
Warning: array_merge(): Argument #2 is not an array in /var/www/ojs.unud.ac.id_backup/lib/pkp/classes/core/PKPApplication.inc.php on line 578 Warning: Invalid argument supplied for foreach() in /var/www/ojs.unud.ac.id_backup/plugins/generic/recommendByAuthor/RecommendByAuthorPlugin.inc.php on line 114