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

doi:10.1109/ISEMANTIC.2018.8549825

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 proceeding › Conference contribution

9 Citations (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 language	English
Title of host publication	Proceedings - 2018 International Seminar on Application for Technology of Information and Communication
Subtitle of host publication	Creative Technology for Human Life, iSemantic 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	271-274
Number of pages	4
ISBN (Electronic)	9781538674864
DOIs	https://doi.org/10.1109/ISEMANTIC.2018.8549825
Publication status	Published - Nov 27 2018
Event	3rd International Seminar on Application for Technology of Information and Communication, iSemantic 2018 - Semarang, Indonesia Duration: Sept 21 2018 → Sept 22 2018

Publication series

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

Conference

Conference	3rd International Seminar on Application for Technology of Information and Communication, iSemantic 2018
Country/Territory	Indonesia
City	Semarang
Period	9/21/18 → 9/22/18

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

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ISEMANTIC.2018.8549825

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). Article 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 et al.
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 proceeding › Conference 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). doi: 10.1109/ISEMANTIC.2018.8549825

Rachmani, Enny ; Lin, Ming Chin ; Hsu, Chien Yeh et al. / 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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Mining Medication Behavior of the Completion Leprosy's Multi-Drug Therapy in Indonesia

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

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