Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia

Enny Rachmani, Ming Chin Lin, Chien Yeh Hsu, Guruh Fajar Shidik, Edi Noersasongko

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Leprosy is one of the listed neglected tropical diseases which is continuing as a major health problem in Indonesia. Low adherence to Multi-Drug Therapy (MDT) against leprosy is still a significant obstacle in disease control, as the defaulters with incomplete cure remain as potential sources of infection, lead to patients' irreversible complications and multidrug resistance. This paper aims to describe the behavior of leprosy patients during the long-term medication of MDT drugs through mining association rule between the on-time of taking MDT to healthcare facilities using apriori algorithm. Data has been collected from manual leprosy registry cohort of 27 Primary Health Care (PHC) at Pekalongan District start from June, 1 st 2012 to June, 30 th 2014. This study converted the range date between the MDT collection attendances to the new label, which is called on-time attendance (OTA), and on time completion (OTC). Both of MB and PB patients shows the association between MDT 2, MDT 3 have a strong relation to the late of the completion treatment behavior of leprosy patients.

Original languageEnglish
Title of host publicationProceedings - 2018 International Seminar on Application for Technology of Information and Communication
Subtitle of host publicationCreative Technology for Human Life, iSemantic 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages271-274
Number of pages4
ISBN (Electronic)9781538674864
DOIs
Publication statusPublished - Nov 27 2018
Event3rd International Seminar on Application for Technology of Information and Communication, iSemantic 2018 - Semarang, Indonesia
Duration: Sep 21 2018Sep 22 2018

Publication series

NameProceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018

Conference

Conference3rd International Seminar on Application for Technology of Information and Communication, iSemantic 2018
CountryIndonesia
CitySemarang
Period9/21/189/22/18

Fingerprint

Drug therapy
Disease control
Association rules
Medical problems
Health care
Indonesia
Medication
Therapy
Leprosy
Drugs
Labels

Keywords

  • Apriori
  • Association rule
  • Leprosy
  • Multi-Drug Therapy
  • Primary Health Care

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Information Systems
  • Information Systems and Management

Cite this

Rachmani, E., Lin, M. C., Hsu, C. Y., Fajar Shidik, G., & Noersasongko, E. (2018). Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia. In Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018 (pp. 271-274). [8549825] (Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISEMANTIC.2018.8549825

Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia. / Rachmani, Enny; Lin, Ming Chin; Hsu, Chien Yeh; Fajar Shidik, Guruh; Noersasongko, Edi.

Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018. Institute of Electrical and Electronics Engineers Inc., 2018. p. 271-274 8549825 (Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Rachmani, E, Lin, MC, Hsu, CY, Fajar Shidik, G & Noersasongko, E 2018, Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia. in Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018., 8549825, Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018, Institute of Electrical and Electronics Engineers Inc., pp. 271-274, 3rd International Seminar on Application for Technology of Information and Communication, iSemantic 2018, Semarang, Indonesia, 9/21/18. https://doi.org/10.1109/ISEMANTIC.2018.8549825
Rachmani E, Lin MC, Hsu CY, Fajar Shidik G, Noersasongko E. Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia. In Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018. Institute of Electrical and Electronics Engineers Inc. 2018. p. 271-274. 8549825. (Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018). https://doi.org/10.1109/ISEMANTIC.2018.8549825
Rachmani, Enny ; Lin, Ming Chin ; Hsu, Chien Yeh ; Fajar Shidik, Guruh ; Noersasongko, Edi. / Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia. Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 271-274 (Proceedings - 2018 International Seminar on Application for Technology of Information and Communication: Creative Technology for Human Life, iSemantic 2018).
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