Opportunities and challenges for applying process mining in healthcare: a systematic mapping study

MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …

Process mining as support to simulation modeling: A hospital-based case study

O Tamburis, C Esposito - Simulation Modelling Practice and Theory, 2020 - Elsevier
The purpose of this paper is to show how the knowledge of Process Mining techniques can
provide a robust premise to build a Discrete Event Simulation (DES) model of a healthcare …

[HTML][HTML] Identifying frequent health care users and care consumption patterns: process mining of emergency medical services data

L Maruster, DJ Van der Zee, E Buskens - Journal of Medical Internet …, 2021 - jmir.org
Background Tracing frequent users of health care services is highly relevant to policymakers
and clinicians, enabling them to avoid wasting scarce resources. Data collection on frequent …

Aproximación general a la gestión por procesos en los servicios de salud en Latinoamérica: una revisión bibliográfica

ALS Portilla, KA Sanchez, YMA Diaz… - Informes …, 2024 - revistas.upb.edu.co
El mejoramiento de los servicios de salud o sanitarios ha sido configurado, históricamente,
desde diversas estrategias; en este sentido, el enfoque por procesos ha representado una …

Process mining to discover patterns in patient outcomes in a Psychological Therapies Service

C Potts, RR Bond, JA Jordan, MD Mulvenna… - Health Care …, 2023 - Springer
In the mental health sector, Psychological Therapies face numerous challenges including
ambiguities over the client and service factors that are linked to unfavourable outcomes …

[PDF][PDF] Aproximación general a la gestión por procesos en los servicios de salud en Latinoamérica: una revisión bibliográfica1

AL Solarte, YMA Díaz, KA Sánchez, HMH López - researchgate.net
El mejoramiento de los servicios de salud o sanitarios ha sido configurado, históricamente,
desde diversas estrategias; en este sentido, el enfoque por procesos ha representado una …