[HTML][HTML] Process mining in healthcare–An updated perspective on the state of the art

E De Roock, N Martin - Journal of biomedical informatics, 2022 - Elsevier
Process mining is the research domain focusing on the development of innovative methods
to gather insights from event logs. It has been used for various use cases within the …

Process mining applications in the healthcare domain: A comprehensive review

A Guzzo, A Rullo, E Vocaturo - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Process mining (PM) is a well‐known research area that includes techniques,
methodologies, and tools for analyzing processes in a variety of application domains. In the …

Systematic mapping of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …

Machine learning-based framework for log-lifting in business process mining applications

G Tello, G Gianini, R Mizouni, E Damiani - Business Process Management …, 2019 - Springer
Real-life event logs are typically much less structured and more complex than the
predefined business activities they refer to. Most of the existing process mining techniques …

ProcessExplorer: intelligent process mining guidance

A Seeliger, A Sánchez Guinea, T Nolle… - … Conference, BPM 2019 …, 2019 - Springer
Large amount of data is collected in event logs from information systems, reflecting the
actual execution of business processes. Due to the highly competitive pressure in the …

Towards semantic process mining through knowledge-based trace abstraction

G Leonardi, M Striani, S Quaglini, A Cavallini… - Data-Driven Process …, 2019 - Springer
Many information systems nowadays record data about the process instances executed at
the organization in the form of traces in a log. In this paper we present a framework able to …

An overview of semantic-based process mining techniques: trends and future directions

FY Issahaku, K Lu, F Xianwen, SB Danwana… - … and Information Systems, 2024 - Springer
Process mining algorithms essentially reflect the execution behavior of events in an event
log for conformance checking, model discovery, or enhancement. Domain experts have …

[HTML][HTML] Integrating process mining and cognitive analysis to study EHR workflow

SK Furniss, MM Burton, A Grando… - AMIA annual …, 2016 - ncbi.nlm.nih.gov
There are numerous methods to study workflow. However, few produce the kinds of in-depth
analyses needed to understand EHR-mediated workflow. Here we investigated variations in …

[HTML][HTML] Leveraging semantic labels for multi-level abstraction in medical process mining and trace comparison

G Leonardi, M Striani, S Quaglini, A Cavallini… - Journal of biomedical …, 2018 - Elsevier
Many medical information systems record data about the executed process instances in the
form of an event log. In this paper, we present a framework, able to convert actions in the …

Integrating isa and part-of domain knowledge into process model discovery

A Bottrighi, M Guazzone, G Leonardi, S Montani… - Future Internet, 2022 - mdpi.com
The traces of process executions are a strategic source of information, from which a model of
the process can be mined. In our recent work, we have proposed SIM (semantic interactive …