DocumentCode
1530244
Title
Data Interoperability and Multimedia Content Management in e-Health Systems
Author
Masud, M. ; Hossain, M. Shamim ; Alamri, Atif
Author_Institution
Dept. of Comput. Sci., Taif Univ., Taif, Saudi Arabia
Volume
16
Issue
6
fYear
2012
Firstpage
1015
Lastpage
1023
Abstract
e-Health systems provide a collaborative platform for sharing patients´ medical data typically stored in distributed autonomous healthcare data sources. Each autonomous source stores its medical and multimedia data without following any global structure. This causes heterogeneity in the underlying sources with respect to the data and storage structure. Therefore, a data interoperability mechanism is required for sharing the data among the heterogeneous sources. A proper metadata structure is also necessary to represent multimedia content in the sources to enable efficient query processing. Considering these needs, we present an interoperability solution for sharing data among heterogeneous data sources. We also propose a metadata management framework for medical multimedia content including X-ray, ECG, MRI, and ultrasound images. The framework identifies features, generates and represents metadata, and produces identifiers for the medical multimedia content to facilitate efficient query processing. The framework has been tested with various user queries and the accuracy of the query results evaluated by means of precision, recall, and user feedback methods. The results confirm the effectiveness of the proposed approach.
Keywords
biomedical MRI; biomedical ultrasonics; diagnostic radiography; electrocardiography; health care; medical information systems; meta data; telemedicine; ECG; MRI image; X-ray image; autonomous healthcare data source; data interoperability; data interoperability mechanism; e-health system; heterogeneous data source; interoperability solution; medical data; medical multimedia content; metadata management framework; metadata structure; multimedia content management; multimedia data; patient medical data; query processing; storage structure; ultrasound image; Distributed databases; Health information management; Multimedia communication; Multimedia databases; Peer to peer computing; Query processing; Collaborative e-health; data interoperability; e-health data management; multimedia data management; Computer Communication Networks; Electronic Health Records; Medical Informatics; Telemedicine;
fLanguage
English
Journal_Title
Information Technology in Biomedicine, IEEE Transactions on
Publisher
ieee
ISSN
1089-7771
Type
jour
DOI
10.1109/TITB.2012.2202244
Filename
6210386
Link To Document