[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 …
healthcare domain. Within such research space, we conducted a case study related to the …
[HTML][HTML] 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 …
healthcare domain. Within such research space, we conducted a case study related to the …
Analyzing medical data with process mining: A covid-19 case study
M Pegoraro, MBS Narayana, E Benevento… - … Conference on Business …, 2021 - Springer
The recent increase in the availability of medical data, possible through automation and
digitization of medical equipment, has enabled more accurate and complete analysis on …
digitization of medical equipment, has enabled more accurate and complete analysis on …
Clinical guidelines: a crossroad of many research areas. Challenges and opportunities in process mining for healthcare
Clinical Guidelines, medical protocols, and other healthcare indications, cover a significant
slice of physicians daily routine, as they are used to support clinical choices also with …
slice of physicians daily routine, as they are used to support clinical choices also with …
pMineR: an innovative R library for performing process mining in medicine
Process Mining is an emerging discipline investigating tasks related with the automated
identification of process models, given real-world data (Process Discovery). The analysis of …
identification of process models, given real-world data (Process Discovery). The analysis of …
[HTML][HTML] Extending process discovery with model complexity optimization and cyclic states identification: Application to healthcare processes
LO Elkhovskaya, AD Kshenin, MA Balakhontceva… - Algorithms, 2023 - mdpi.com
Within process mining, discovery techniques make it possible to construct business process
models automatically from event logs. However, results often do not achieve a balance …
models automatically from event logs. However, results often do not achieve a balance …
[PDF][PDF] Healthcare Analytics
A Bakhshi, E Hassannayebi, AH Sadeghi - researchgate.net
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 …
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …
[HTML][HTML] Optimizing sepsis care through heuristics methods in process mining: a trajectory analysis
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 …
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …
[PDF][PDF] Process mining in Intensive Care Unit Data
E Lybeshari - 2012 - research.tue.nl
Intensive care units (ICUs) of hospitals provide health care services to critically ill patients.
The number of such patients is continuously increasing and the services provided to them by …
The number of such patients is continuously increasing and the services provided to them by …
Process mining-driven analysis of the COVID19 impact on the vaccinations of Victorian patients
A Augusto, T Deitz, N Faux… - arXiv preprint arXiv …, 2021 - arxiv.org
Process mining is a discipline sitting between data mining and process science, whose goal
is to provide theoretical methods and software tools to analyse process execution data …
is to provide theoretical methods and software tools to analyse process execution data …