Image-Centric Integrated Data Model of Medical Information by Diseases: Two Case Studies for AMI and Ischemic Stroke


Meeyeon Lee, Ye-Seul Park, Jung-Won Lee, Journal of Information Processing Systems
Vol. 12, No. 4, pp. 741-753, Aug. 2016
10.3745/JIPS.04.0027
Keywords: Acute Myocardial Infarction, Data Model, Hospital Information System, Ischemic Stroke, Medical Image, Medical Information, Ontology
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Abstract

In the medical fields, many efforts have been made to develop and improve Hospital Information System (HIS) including Electronic Medical Record (EMR), Order Communication System (OCS), and Picture Archiving and Communication System (PACS). However, materials generated and used in medical fields have various types and forms. The current HISs separately store and manage them by different systems, even though they relate to each other and contain redundant data. These systems are not helpful particularly in emergency where medical experts cannot check all of clinical materials in the golden time. Therefore, in this paper, we propose a process to build an integrated data model for medical information currently stored in various HISs. The proposed data model integrates vast information by focusing on medical images since they are most important materials for the diagnosis and treatment. Moreover, the model is disease-specific to consider that medical information and clinical materials including images are different by diseases. Two case studies show the feasibility and the usefulness of our proposed data model by building models about two diseases, acute myocardial infarction (AMI) and ischemic stroke


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Cite this article
[APA Style]
Meeyeon Lee, Ye-Seul Park, & Jung-Won Lee (2016). Image-Centric Integrated Data Model of Medical Information by Diseases: Two Case Studies for AMI and Ischemic Stroke . Journal of Information Processing Systems, 12(4), 741-753. DOI: 10.3745/JIPS.04.0027.

[IEEE Style]
M. Lee, Y. Park and J. Lee, "Image-Centric Integrated Data Model of Medical Information by Diseases: Two Case Studies for AMI and Ischemic Stroke ," Journal of Information Processing Systems, vol. 12, no. 4, pp. 741-753, 2016. DOI: 10.3745/JIPS.04.0027.

[ACM Style]
Meeyeon Lee, Ye-Seul Park, and Jung-Won Lee. 2016. Image-Centric Integrated Data Model of Medical Information by Diseases: Two Case Studies for AMI and Ischemic Stroke . Journal of Information Processing Systems, 12, 4, (2016), 741-753. DOI: 10.3745/JIPS.04.0027.