Search Results for author: Viki Peeva

Found 3 papers, 0 papers with code

Process-Aware Analysis of Treatment Paths in Heart Failure Patients: A Case Study

no code implementations11 Mar 2024 Harry H. Beyel, Marlo Verket, Viki Peeva, Christian Rennert, Marco Pegoraro, Katharina Schütt, Wil M. P. van der Aalst, Nikolaus Marx

Process mining in healthcare presents a range of challenges when working with different types of data within the healthcare domain.

Grouping Local Process Models

no code implementations6 Nov 2023 Viki Peeva, Wil M. P. van der Aalst

In recent years, process mining emerged as a proven technology to analyze and improve operational processes.

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

no code implementations22 Sep 2022 Elisabetta Benevento, Marco Pegoraro, Mattia Antoniazzi, Harry H. Beyel, Viki Peeva, Paul Balfanz, Wil M. P. van der Aalst, Lukas Martin, Gernot Marx

The aim of this work is twofold: developing a normative model representing the clinical guidelines for the treatment of COVID-19 patients, and analyzing the adherence of the observed behavior (recorded in the information system of the hospital) to such guidelines.

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