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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
information systems supporting these processes face important challenges in terms of …
On process mining in health care
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 …
care processes in order to increase efficiency, while guaranteeing the quality of the care …
Process mining of disease trajectories: A literature review
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 …
diagnosis codes from electronic health records (EHR). Process mining provides a mature set …