Towards generic MDE support for extracting purpose-specific healthcare models from annotated, unstructured texts

P.M.E. Van Gorp, I.T.P. Vanderfeesten, W.R. Dalinghaus, J.G.M. Mengerink, Bram van der Sanden, P.L. Kubben

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

Once healthcare-specific models have been captured formally (i.e., in a metamodel-based language), the application of model transformation, analysis and code generation techniques is rather straightforward. Unfortunately, in many healthcare settings valuable domain knowledge is hidden in unstructured text (e.g., in a research paper or a national report on clinical guidelines). This motivates the need for tools to annotate such texts with metadata. Such tools can be prototyped easily for one type of healthcare artifacts (e.g., for clinical guidelines or care pathways) and one purpose (e.g., for workflow management or decision support) but it is a research challenge to build a robust and generic (i.e., metamodel-independent) tool for this important type of model extraction support. This paper desribes our ongoing work to building such a tool on top of a state-of-the-art MDE platform.
Original languageEnglish
Title of host publicationFoundations of Health Information Engineering and Systems: Second International Symposium (FHIES 2012) August 27-28, 2012, Paris, France
EditorsJ. Jahnke, I. Perseil
Place of PublicationBerlin
PublisherSpringer
Pages213-221
ISBN (Print)978-3-642-39087-6
DOIs
Publication statusPublished - 2013

Publication series

NameLecture Notes in Computer Science
Volume7789

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    Van Gorp, P. M. E., Vanderfeesten, I. T. P., Dalinghaus, W. R., Mengerink, J. G. M., van der Sanden, B., & Kubben, P. L. (2013). Towards generic MDE support for extracting purpose-specific healthcare models from annotated, unstructured texts. In J. Jahnke, & I. Perseil (Eds.), Foundations of Health Information Engineering and Systems: Second International Symposium (FHIES 2012) August 27-28, 2012, Paris, France (pp. 213-221). (Lecture Notes in Computer Science; Vol. 7789). Berlin: Springer. https://doi.org/10.1007/978-3-642-39088-3_14