[HTML][HTML] Optimizing sepsis care through heuristics methods in process mining: a trajectory analysis

A Bakhshi, E Hassannayebi, AH Sadeghi - Healthcare analytics, 2023 - Elsevier
Process mining can help acquire insightful knowledge and heighten the system's
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …

Exploring Acute Pancreatitis Clinical Pathways Using a Novel Process Mining Method

X Yang, W Huang, W Zhao, X Zhou, N Shi, Q Xia - Healthcare, 2023 - mdpi.com
Mining process models of medical behavior from electronic medical records is an effective
way to optimize clinical pathways. However, clinical medical behavior is an extremely …

A differential process mining analysis of COVID-19 management for cancer patients

MA Cuendet, R Gatta, A Wicky, CL Gerard… - Frontiers in …, 2022 - frontiersin.org
During the acute phase of the COVID-19 pandemic, hospitals faced a challenge to manage
patients, especially those with other comorbidities and medical needs, such as cancer …

Process modeling and conformance checking in healthcare: A covid-19 case study

E Benevento, M Pegoraro, M Antoniazzi… - … Conference on Process …, 2022 - Springer
The discipline of process mining has a solid track record of successful applications to the
healthcare domain. Within such research space, we conducted a case study related to the …

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 …

Comparative Analysis of Patient Care Processes with Process Mining and Graph Edit Distance in Patient Data on the Indonesia National Health Insurance

MD Mujantara, AP Kurniati… - … Conference on Data …, 2023 - ieeexplore.ieee.org
Process mining is designed to support business process management in various sectors,
such as manufacturing, finance, healthcare, etc. In the healthcare sector, process mining has …

[PDF][PDF] Process Modeling and Conformance Checking in Healthcare: A COVID-19 Case Study

L Martin, G Marx - arXiv preprint arXiv:2209.10897, 2022 - academia.edu
The discipline of process mining has a solid track record of successful applications to the
healthcare domain. Within such research space, we conducted a case study related to the …

[HTML][HTML] Innovative informatics methods for process mining in health care

J Munoz-Gama, N Martin, C Fernandez-Llatas… - Journal of Biomedical …, 2022 - Elsevier
Process mining is an emerging discipline which encompasses a wide variety of methods to
extract process-related knowledge from process execution data recorded by information …

Process Mining Approach to Analyze Engagement in Campaign Activities

A Nugroho, A Ambarwati, AR Faza… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
Campaign strategies are evolving because of developments in communication
technologies. Campaign activities have become more attractive to the younger generation …

Process Mining for Social and Economic Needs: an Introduction

S Das, PK Bala - Handbook of Research on Digitalization Solutions …, 2023 - igi-global.com
Process mining is a paradigm shift from traditional process understanding methodologies
like interviews and surveys to a data-driven understanding of the actual digital processes. It …