Process Mining for Disease Trajectory Analysis on the Indonesia Health Insurance Data

AP Kurniati, GP Kusuma… - JURIKOM (Jurnal Riset …, 2022 - stmik-budidarma.ac.id
Process mining has been implemented in many domains, including healthcare. In
healthcare, process mining projects aimed to inform sequential patterns of processes based …

Potentials of Clinical Pathway Analysis Using Process Mining on the Indonesia National Health Insurance Data Samples: an Exploratory Data Analysis

AP Kurniati, GAA Wisudiawan… - … Conference on Data …, 2022 - ieeexplore.ieee.org
Clinical pathway analysis is an important analysis in the healthcare domain. This approach
learns from historical data of patient pathways of clinical treatments and finds patterns to be …

[PDF][PDF] Implementing Process Mining in Indonesia Health Care: Challenges and Potentials

GP Kusuma, AP Kurniati, F Hafidz… - Int. J. Appl. Inf …, 2023 - pdfs.semanticscholar.org
Indonesia health care strategy is switching from a multi-payer health insurance to a single-
payer national health insurance [1]. As the fourth most populous country in the world …

Process mining of disease trajectories: A feasibility study

G Kusuma, S Sykes, C McInerney… - Proceedings of the …, 2020 - eprints.whiterose.ac.uk
Modelling patient disease trajectories from evidence in electronic health records could help
clinicians and medical researchers develop a better understanding of the progression of …

[PDF][PDF] Process mining in healthcare systems: a critical review and its future

MS Sundari, RK Nayak - International Journal of Emerging Trends …, 2020 - researchgate.net
Nowadays, process mining is the emerging technique and is widely used across industry
domains. Process mining is evolving important role for patients as well as hospital …

Analyze in depth health care business process and key performance indicators using process mining

EA Elhadjamor, SA Ghannouchi - Procedia Computer Science, 2019 - Elsevier
Process mining is applied in literature to many case studies in various domains. It represents
an explorative procedure, very helpful to the domain experts for analyzing data from multiple …

Analysis the patients' careflows using process mining

AHM Rashed, NE El-Attar, DS Abdelminaam… - Plos one, 2023 - journals.plos.org
Recently, The Egyptian health sector whether it is public or private; utilizes emerging
technologies such as data mining, business intelligence, Internet of Things (IoT), among …

Getting a grasp on clinical pathway data: an approach based on process mining

J De Weerdt, F Caron, J Vanthienen… - Emerging Trends in …, 2013 - Springer
Since healthcare processes are pre-eminently heterogeneous and multi-disciplinary,
information systems supporting these processes face important challenges in terms of …

On process mining in health care

U Kaymak, R Mans, T Van de Steeg… - 2012 IEEE international …, 2012 - ieeexplore.ieee.org
With the increasing demand for health care, hospitals are looking for ways to optimize their
care processes in order to increase efficiency, while guaranteeing the quality of the care …

Process mining of disease trajectories: A literature review

GP Kusuma, AP Kurniati, E Rojas… - Public Health and …, 2021 - ebooks.iospress.nl
Disease trajectories model patterns of disease over time and can be mined by extracting
diagnosis codes from electronic health records (EHR). Process mining provides a mature set …