Academic Journal
Process Mining for Disease Trajectory Analysis on the Indonesia Health Insurance Data
| العنوان: | Process Mining for Disease Trajectory Analysis on the Indonesia Health Insurance Data |
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| المؤلفون: | Kurniati, Angelina Prima, Kusuma, Guntur Prabawa, Wisudiawan, Gede Agung Ary |
| المصدر: | JURIKOM (Jurnal Riset Komputer); Vol 9, No 5 (2022): Oktober 2022; 1322−1328 ; 2715-7393 ; 2407-389X ; 10.30865/jurikom.v9i5 |
| بيانات النشر: | STMIK Budi Darma |
| سنة النشر: | 2022 |
| مصطلحات موضوعية: | Process Mining, Healthcare, Disease Trajectory, Process Discovery |
| الوصف: | Process mining has been implemented in many domains, including healthcare. In healthcare, process mining projects aimed to inform sequential patterns of processes based on the actual process executions as they are recorded in the event log. Event log as the main input of process mining tasks can be extracted from the automatically recorded data of patient treatments or diagnoses. By understanding common patterns of patient diagnoses, we can analyse disease trajectories of a cohort of patients. Disease trajectory analysis has been used to describe the course or progression of diseases, especially chronic diseases, as experienced over time. We applied process mining as the main methodology for disease trajectory analysis, following the process mining project methodology, to analyse patient records on the Indonesia Health Insurance (BPJS Kesehatan) Data Samples. We extracted the data samples, transform them into an event log, discover the disease trajectories based on process discovery algorithm, analyse it to inform their conformance to the event log. Contributions of our research are to promote process mining for disease trajectory analysis and to open wider opportunities to analyse Indonesia Health Insurance data representing Indonesia health conditions. As a case study, we explored disease trajectory of cancer patients |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | https://ejurnal.stmik-budidarma.ac.id/index.php/jurikom/article/view/4924/3053; https://ejurnal.stmik-budidarma.ac.id/index.php/jurikom/article/view/4924 |
| DOI: | 10.30865/jurikom.v9i5.4924 |
| الاتاحة: | https://ejurnal.stmik-budidarma.ac.id/index.php/jurikom/article/view/4924 https://doi.org/10.30865/jurikom.v9i5.4924 |
| Rights: | Copyright (c) 2022 Angelina Prima Kurniati, Guntur Prabawa Kusuma, Gede Agung Ary Wisudiawan ; http://creativecommons.org/licenses/by-sa/4.0 |
| رقم الانضمام: | edsbas.7B84827F |
| قاعدة البيانات: | BASE |
| DOI: | 10.30865/jurikom.v9i5.4924 |
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