[HTML][HTML] Computer-interpretable clinical guidelines: a methodological review

M Peleg - Journal of biomedical informatics, 2013 - Elsevier
Clinical practice guidelines (CPGs) aim to improve the quality of care, reduce unjustified
practice variations and reduce healthcare costs. In order for them to be effective, clinical …

Knowledge-intensive processes: characteristics, requirements and analysis of contemporary approaches

C Di Ciccio, A Marrella, A Russo - Journal on Data Semantics, 2015 - Springer
Engineering of knowledge-intensive processes (KiPs) is far from being mastered, since they
are genuinely knowledge-and data-centric, and require substantial flexibility, at both design …

[HTML][HTML] Are we ready for conformance checking in healthcare? Measuring adherence to clinical guidelines: A scoping systematic literature review

E Oliart, E Rojas, D Capurro - Journal of Biomedical Informatics, 2022 - Elsevier
Clinical guidelines are recommendations of how to diagnose, treat, and manage a patient's
medical condition. Health organizations must measure adherence to clinical guidelines to …

Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …

Monitoring constraints and metaconstraints with temporal logics on finite traces

G De Giacomo, R De Masellis, FM Maggi… - ACM Transactions on …, 2022 - dl.acm.org
Runtime monitoring is a central operational decision support task in business process
management. It helps process executors to check on-the-fly whether a running process …

[HTML][HTML] A framework for modeling, executing, and monitoring hybrid multi-process specifications with bounded global–local memory

A Alman, FM Maggi, M Montali, F Patrizi, A Rivkin - Information Systems, 2023 - Elsevier
So far, approaches for business process modeling, enactment and monitoring have mainly
been based on process specifications consisting of a single process model. This setting …

[PDF][PDF] Using process mining in healthcare

N Martin, N Wittig, J Munoz-Gama - Process mining handbook, 2022 - library.oapen.org
This chapter introduces a specific application domain of process mining: healthcare.
Healthcare is a very promising domain for process mining given the significant societal …

Retrieval and clustering for supporting business process adjustment and analysis

S Montani, G Leonardi - Information Systems, 2014 - Elsevier
In this paper, we describe a framework able to support run-time adjustment and a posteriori
analysis of business processes, which exploits the retrieval step of the Case-based …

A process mining approach for clinical guidelines compliance: real-world application in rectal cancer

M Savino, G Chiloiro, C Masciocchi… - Frontiers in …, 2023 - frontiersin.org
In the era of evidence-based medicine, several clinical guidelines were developed,
supporting cancer management from diagnosis to treatment and aiming to optimize patient …

Complex reactive event processing for assisted living: The Habitat project case study

D Loreti, F Chesani, P Mello, L Roffia… - Expert Systems with …, 2019 - Elsevier
While the increasing average age of population is posing new challenges to societies and
healthcare systems, the emergence of the Internet of Things research area is generating the …