Journal article
Discovering role interaction models in the Emergency Room using Process Mining
C Alvarez, E Rojas, M Arias, J Munoz-Gama, M Sepúlveda, V Herskovic, D Capurro
Journal of Biomedical Informatics | ACADEMIC PRESS INC ELSEVIER SCIENCE | Published : 2018
Abstract
Objectives: A coordinated collaboration among different healthcare professionals in Emergency Room (ER) processes is critical to promptly care for patients who arrive at the hospital in a delicate health condition, claiming for an immediate attention. The aims of this study are (i) to discover role interaction models in (ER) processes using process mining techniques; (ii) to understand how healthcare professionals are currently collaborating; and (iii) to provide useful knowledge that can help to improve ER processes. Methods: A four step method based on process mining techniques is proposed. An ER process of a university hospital was considered as a case study, using 7160 episodes that cont..
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Awarded by Comisión Nacional de Investigación Científica y Tecnológica
Funding Acknowledgements
This project was partially funded by the Ph.D. Scholarship Program of CONICYT - Chile (Doctorado National/2014-63140180 and 2014-63140181), Scholarship Program of CONICIT Costa Rica, Universidad de Costa Rica - Costa Rica and by FONDECYT - Chile Grants 11130577 and 1150365 from the Chilean National Commission on Scientific and Technological Research (CONICYT).