On modality classification and its use in text-based image retrieval in medical databases

Proceedings - International Workshop on Content-Based Multimedia Indexing

Volumn , Issue , 2011, Pages 109-114

  Tirilly, Pierre ^a   Lu, Kun ^a   Mu, Xiangming ^a   Zhao, Tian ^b   Cao, Yu ^c  

^a UNIVERSITY OF WISCONSIN MILWAUKEE   (United States)

^b University of Wisconsin Milwaukee   (United States)

^c UNIVERSITY OF TENNESSEE AT CHATTANOOGA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPLICATION FIELDS; COMPREHENSIVE STUDIES; DATA SETS; DESCRIPTORS; IMAGE DESCRIPTORS; IMAGE MODALITY; IMAGE RETRIEVAL SYSTEMS; IMAGE RETRIEVAL TECHNIQUES; IMAGECLEF; INTEGRATION METHOD; MEDICAL DATABASE; MEDICAL IMAGES; NEW MODALITY; OTHER APPLICATIONS; RETRIEVAL SYSTEMS; TEXT-BASED IMAGE RETRIEVALS;

IMAGE RETRIEVAL; INDEXING (OF INFORMATION); MAGNETIC RESONANCE IMAGING; MATHEMATICAL MODELS; MEDICAL COMPUTING; MEDICAL IMAGING; TEXT PROCESSING;

SEARCH ENGINES;

EID: 80052285512     PISSN: 19493991     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMI.2011.5972530     Document Type: Conference Paper

References (8)

1. J. C. Caicedo, F. A. Gonzlez, and E. Romero. Content-based medical image retrieval using low-level visual features and modality identification. In Proceedings of the 2007 Cross-Language Evaluation Forum (CLEF), pages 615-622, Budapest, Hungary, September 2008.
2. S. Clinchant, G. Csurka, J. Ah-Pine, G. Jacquet, F. Perronnin, J. Sánchez, and K. Minoukadeh. XRCE's participation in wikipedia retrieval, medical image modality classification and ad-hoc retrieval tasks of imageCLEF 2010. In Working notes of the ImageCLEF 2010 challenge, Padua, Italy, September 2010.
3. S. E. Grigorescu, N. Petkov, and P. Kruizinga. Comparison of texture features based on gabor filters. IEEE Transactions on Image Processing, 11(10):1160-1167, 2002.
4. J. Kalpathy-Cramer and W. Hersh. Automatic image modality based classification and annotation to improve medical image retrieval. In Proceedings of the 12th World Congress on Health (Medical) Informatics (MEDINFO), pages 1334-1338, Brisbane, Australia, August 2007.
5. H. Müller, J. Kalpathy-Cramer, I. Eggel, S. Bedrick, J. Reisetter, C. E. Kahn Jr., and W. Hersh. Overview of the CLEF 2010 medical image retrieval track. In Working notes of the Image-CLEF 2010 challenge, Padua, Italy, September 2010.
6. T. Strohman, D. Metzler, H. Turtle, and W. B. Croft. Indri: a language-model based search engine for complex queries. In Proceedings of the International Conference on Intelligent Analysis, McLean, VA, USA, May 2005.
7. S. Tollari and H. Glotin. Web image retrieval on ImagEVAL: Evidences on visualness and textualness concept dependency in fusion model. In Proceedings of the Conference on Image and Video Retrieval (CIVR), pages 65-72, Amsterdam, The Netherlands, July 2007.
8. H. Wu, C. Hu, and S. Chen. UESTC at imageCLEF 2010 medical retrieval task. In Working notes of the ImageCLEF 2010 challenge, Padua, Italy, September 2010.