Medical data on demand with WebMIA

This article focuses on the creation of a system for managing and archiving large-scale medical data. Specifically, this case study demonstrates the new paradigm through the prototype system WebMIA. The system enables storage, maintenance, sharing, updating, and retrieval of medical files based on the existing Internet facilities and the state-of-the-art literature in medical image indexing and multimedia information presentation. It also incorporates our current research in image retrieval and multimodal medical image fusion. It surpasses the existing systems in the commercial and research sectors as it provides convenient, efficient, effective, and flexible online processing, annotation, and multimodal querying capabilities in one forum. The patient confidentiality issue is well addressed when the sharing of the medical information is provided. This technology will assist medical practitioners/researchers by enabling efficient management and sharing of medical files within or across a community, without being subject to geographical restrictions an d without creating the problems of inconsistent and fragmented medical data.

[1]  Zhongfei Zhang,et al.  "Automatic" multimodal medical image fusion , 2003, 16th IEEE Symposium Computer-Based Medical Systems, 2003. Proceedings..

[2]  Zhongfei Zhang,et al.  Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously , 2003, MIR '03.

[3]  Jürgen Weese,et al.  A comparison of similarity measures for use in 2-D-3-D medical image registration , 1998, IEEE Transactions on Medical Imaging.

[4]  Glynn P. Robinson,et al.  Model-based recognition of anatomical objects from medical images , 1994, Image Vis. Comput..

[5]  Yanxi Liu,et al.  Classification Driven Semantic Based Medical Image Indexing and Retrieval , 1999 .

[6]  Anil K. Jain Fundamentals of Digital Image Processing , 2018, Control of Color Imaging Systems.

[7]  V. S. Subrahmanian,et al.  Foundations of multimedia database systems , 1996, JACM.

[8]  Max A. Viergever,et al.  Image registration by maximization of combined mutual information and gradient information , 2000, IEEE Transactions on Medical Imaging.

[9]  Mee Young Sung,et al.  CoMed: a real-time collaborative medicine system , 2000, Int. J. Medical Informatics.

[10]  Charles R. Meyer,et al.  Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin-plate spline warped geometric deformations , 1997, Medical Image Anal..

[11]  Gerald Salton,et al.  Automatic text processing , 1988 .

[12]  Ahmed Karmouch,et al.  Design and Performance Evaluation Considerations of a Multimedia Medical Database , 1993, IEEE Trans. Knowl. Data Eng..

[13]  Tat-Seng Chua,et al.  An integrated color-spatial approach to content-based image retrieval , 1995, MULTIMEDIA '95.