A model-driven transformation approach for the modelling of processes in clinical practice guidelines
![Thumbnail](/xmlui/bitstream/handle/10234/201873/Versio%cc%81%20editorial.pdf.jpg?sequence=4&isAllowed=y)
Visualitza/
Impacte
![Google Scholar](/xmlui/themes/Mirage2/images/uji/logo_google.png)
![Microsoft Academico](/xmlui/themes/Mirage2/images/uji/logo_microsoft.png)
Metadades
Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/8620
comunitat-uji-handle4:
INVESTIGACIONMetadades
Títol
A model-driven transformation approach for the modelling of processes in clinical practice guidelinesData de publicació
2023Editor
ElsevierCita bibliogràfica
MARTÍNEZ-SALVADOR, Begoña, et al. A model-driven transformation approach for the modelling of processes in clinical practice guidelines. Artificial Intelligence in Medicine, 2023, vol. 137, p. 102495.Tipus de document
info:eu-repo/semantics/articleVersió de l'editorial
https://www.sciencedirect.com/science/article/pii/S093336572300009XVersió
info:eu-repo/semantics/publishedVersionParaules clau / Matèries
Resum
Clinical Practice Guidelines (CPGs) include recommendations aimed at optimising patient care, informed by a
review of the available clinical evidence. To achieve their potential benefits, CPG should be readily ... [+]
Clinical Practice Guidelines (CPGs) include recommendations aimed at optimising patient care, informed by a
review of the available clinical evidence. To achieve their potential benefits, CPG should be readily available
at the point of care. This can be done by translating CPG recommendations into one of the languages
for Computer-Interpretable Guidelines (CIGs). This is a difficult task for which the collaboration of clinical
and technical staff is crucial. However, in general CIG languages are not accessible to non-technical staff.
We propose to support the modelling of CPG processes (and hence the authoring of CIGs) based on a
transformation, from a preliminary specification in a more accessible language into an implementation in a
CIG language. In this paper, we approach this transformation following the Model-Driven Development (MDD)
paradigm, in which models and transformations are key elements for software development. To demonstrate
the approach, we implemented and tested an algorithm for the transformation from the BPMN language for
business processes to the PROforma CIG language. This implementation uses transformations defined in the
ATLAS Transformation Language. Additionally, we conducted a small experiment to assess the hypothesis that
a language such as BPMN can facilitate the modelling of CPG processes by clinical and technical staff. [-]
Publicat a
Artificial Intelligence in Medicine, Volume 137, March 2023.Entitat finançadora
Ministerio de Economía y Competitividad
Codi del projecte o subvenció
TIN2014-53749-C2-1-R.
Drets d'accés
info:eu-repo/semantics/openAccess
Apareix a les col.leccions
- ICC_Articles [423]