This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Analysis and Semantic Querying in Large Biomedical Image Datasets
April 2008 (vol. 41 no. 4)
pp. 52-59
Biomedical image analysis plays an important role in diagnosing, prognosing, and treating complex diseases. The authors describe a set of techniques for analyzing, processing, and querying large image datasets using semantic and spatial information.

1. J. Kong et al., "Computer-Aided Grading of Neuroblastic Differentiation: Multiresolution and Multi-Classifier Approach," Proc. IEEE Int'l Conf. Image Processing (ICIP 07), IEEE CS Press, 2007, pp. 525–528.
2. V. Kumar et al., "Performance vs. Accuracy Tradeoffs for Large-Scale Image Analysis Applications," Proc. IEEE Int'l Conf. Cluster Computing (Cluster 07), IEEE Press, 2007.
3. M.D. Beynon et al., "Distributed Processing of Very Large Datasets with DataCutter," Parallel Computing, Oct. 2001, pp. 1457–1478.
1. V.S. Adve, V.V. Lam, and B. Ensink, "Language and Compiler Support for Adaptive Distributed Applications," Proc. Workshop on Languages, Compilers, and Tools for Embedded Systems/Optimization of Middleware and Distributed Systems (LCTES/OMDS 01), ACM Press, 2001, pp. 238–246.
2. W. Du and G. Agrawal, "Language and Compiler Support for Adaptive Applications," Proc. 2004 ACM/IEEE Conf. Supercomputing (SC 2004), IEEE CS Press, 2004.
3. J. Liu et al., "Epiq QoS Characterization," draft, research report, Univ. of Ill., Urbana-Champaign, Dept. of Computer Science, July 1997; http://citeseer.ist.psu.eduliu97epiq.html .
4. S. Chatterjee, "Dynamic Application Structuring on Heterogeneous, Distributed Systems," Proc. 13th Int'l Parallel Processing Symp. and 10th Symp. Parallel and Distributed Processing (IPPS/SPDP 99), LNCS 1586, Springer, 1999, pp. 442–453.
5. C. Tapus, I.-H. Chung, and J.K. Hollingsworth, "Active Harmony: Towards Automated Performance Tuning," Proc. 2002 ACM/IEEE Conf. Supercomputing (SC 02), IEEE CS Press, 2002, pp. 1–11.
6. B. Li, W. Kalter, and K. Nahrstedt, "A Hierarchical Quality of Service Control Architecture for Configurable Multimedia Applications," J. High-Speed Networks, Dec. 2000, pp. 153–174.
7. K. Wilkinson et al., "Efficient RDF Storage and Retrieval in Jena2," Proc. Very Large Databases (VLDB) Workshop Semantic Web and Databases, 2003, pp. 131–150; www.cs.uic.edu/~ifc/SWDB/papersWilkinson_etal.pdf .
8. A. Kiryakov, D. Ognyanov, and D. Manov, "OWLIM—A Pragmatic Semantic Repository for OWL," Proc. WISE Workshops, LNCS 3807, Springer, 2005, pp. 182–192.

Index Terms:
Image analysis,Biomedical imaging,Tiles,Image resolution,Spatial resolution,Algorithm design and analysis,Adaptive algorithm,Partitioning algorithms,Image sequence analysis,Image generation,data-intensive computing,processor architectures,parallel architectures,information storage and retrieval,artificial intelligence,computer vision,computer-assisted prognosis
Citation:
"Analysis and Semantic Querying in Large Biomedical Image Datasets," Computer, vol. 41, no. 4, pp. 52-59, April 2008, doi:10.1109/MC.2008.108
Usage of this product signifies your acceptance of the Terms of Use.