Overview of the ImageCLEF 2007 medical retrieval and annotation tasks

CEUR Workshop Proceedings

Volumn 1173, Issue , 2007, Pages

  Müller, Henning ^a   Deselaers, Thomas ^b   Kim, Eugene ^c   Kalpathy Cramer, Jayashree ^c   Deserno, Thomas M ^b   Hersh, William ^c  

^a University Hospital and Medical Faculty of Geneva   (Switzerland)

^b RWTH AACHEN UNIVERSITY   (Germany)

^c OREGON HEALTH AND SCIENCE UNIVERSITY   (United States)

Author keywords

Image classification; Image retrieval; Medical imaging; Performance evaluation

Indexed keywords

CONTENT BASED RETRIEVAL; DIGITAL LIBRARIES; IMAGE CLASSIFICATION; IMAGE RETRIEVAL; MEDICAL IMAGING;

BIOMEDICAL LITERATURE; CONFIDENCE LEVELS; HIERARCHICAL CLASSIFICATION; MEDICAL ANNOTATION; MEDICAL IMAGE ANNOTATION; MEDICAL RETRIEVAL; MEDICAL RETRIEVAL TASKS; PERFORMANCE EVALUATION;

SEARCH ENGINES;

EID: 84921974630     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Chris. S. Candler, Sebastian. H. Uijtdehaage, and Sharon. E. Dennis. Introducing HEAL: The health education assets library. Academic Medicine, 78(3):249-253, 2003.
2. Paul Clough, Henning Müller, and Mark Sanderson. The CLEF 2004 cross language image retrieval track. In C. Peters, P. Clough, J. Gonzalo, G. Jones, M. Kluck, and B. Magnini, editors, Multilingual Information Access for Text, Speech and Images: Results of the Fifth CLEF Evaluation Campaign, pages 597-613. Lecture Notes in Computer Science (LNCS), Springer, Volume 3491, 2005.
3. Paul Clough, Henning Müller, and Mark Sanderson. Overview of the CLEF cross-language image retrieval track (ImageCLEF) 2004. In Carol Peters, Paul D. Clough, Gareth J. F. Jones, Julio Gonzalo, M. Kluck, and B. Magnini, editors, Multilingual Information Access for Text, Speech and Images: Result of the fifth CLEF evaluation campaign, Lecture Notes in Computer Science, Bath, England, 2005. Springer-Verlag.
4. Thomas Deselaers, Allan Hanbury, and et al. Overview of the ImageCLEF 2007 object retrieval task. InWorking Notes of the 2007 CLEF Workshop, Budapest, Hungary, September 2007.
5. Thomas Deselaers, Andre Hegerath, Daniel Keysers, and Hermann Ney. Sparse patch-histograms for object classification in cluttered images. In DAGM 2006, Pattern Recognition, 26th DAGM Symposium, volume 4174 of Lecture Notes in Computer Science, pages 202-211, Berlin, Germany, September 2006.
6. K. Glatz-Krieger, D. Glatz, M. Gysel, M. Dittler, and M. J. Mihatsch. Webbasierte Lernwerkzeuge für die Pathologie-web-based learning tools for pathology. Pathologe, 24:394-399, 2003.
7. Michael Grubinger, Paul Clough, Allan Hanbury, and Henning Müller. Overview of the ImageCLEF 2007 photographic retrieval task. InWorking Notes of the 2007 CLEF Workshop, Budapest, Hungary, September 2007.
8. William Hersh, Henning Müller, Jeffery Jensen, Jianji Yang, Paul Gorman, and Patrick Ruch. Imageclefmed: A text collection to advance biomedical image retrieval. Journal of the Amer-ican Medical Informatics Association, September/October, 2006.
9. Thomas M. Lehmann, Henning Schubert, Daniel Keysers, Michael Kohnen, and Bertold B. Wein. The IRMA code for unique classification of medical images. In SPIE 2003, volume 5033, pages 440-451, 2003.
10. Raphäel Marée, Pierre Geurts, Justus Piater, and Louis Wehenkel. Random subwindows for robust image classification. In Cordelia Schmid, Stefano Soatto, and Carlo Tomasi, editors, Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2005), volume 1, pages 34-40. IEEE, June 2005.
11. Diana Maynard, Wim Peters, and Yaoyong Li. Metrics for evaluation of ontology-based information extraction. In Evaluation of Ontologies for the Web (EON 2006), Edinburgh, UK, 2006.
12. Henning Müller, Thomas Deselaers, Thomas M. Lehmann, Paul Clough, and William Hersh. Overview of the imageclefmed 2006 medical retrieval and annotation tasks. In CLEF working notes, Alicante, Spain, Sep. 2006.
13. Henning Müller, Antoine Rosset, Jean-Paul Vallée, Francois Terrier, and Antoine Geissbuhler. A reference data set for the evaluation of medical image retrieval systems. Computerized Medical Imaging and Graphics, 28:295-305, 2004.
14. Antoine Rosset, Henning Müller, Martina Martins, Natalia Dfouni, Jean-Paul Vallée, and Osman Ratib. Casimage project-a digital teaching files authoring environment. Journal of Thoracic Imaging, 19(2):1-6, 2004.
15. Jacques Savoy. Report on CLEF-2001 experiments. In Report on the CLEF Conference 2001 (Cross Language Evaluation Forum), pages 27-43, Darmstadt, Germany, 2002. Springer LNCS 2406.
16. Lokesh Setia and Hans Burkhardt. Learning taxonomies in large image databases. In ACM SIGIR Workshop on Multimedia Information Retrieval, Amsterdam, Holland, 2007.
17. Lokesh Setia, Alexandra Teynor, Alaa Halawani, and Hans Burkhardt. Image classification using cluster-cooccurrence matrices of local relational features. In Proceedings of the 8th ACM International Workshop on Multimedia Information Retrieval, Santa Barbara, CA, USA, 2006.
18. Alan F. Smeaton, Paul Over, and W. Kraaij. TRECVID: Evaluating the effectiveness of information retrieval tasks on digital video. In Proceedings of the international ACM conference on Multimedia 2004 (ACM MM 2004), pages 652-655, New York City, NY, USA, October 2004.
19. Michael Springmann, Andreas Dander, and Heiko Schuldt. T.b.a. In Working Notes of the 2007 CLEF Workshop, Budapest, Hungary, September 2007.
20. Aixin Sun and Ee-Peng Lim. Hierarchical text classification and evaluation. In IEEE In-ternational Conference on Data Mining (ICDM 2001), pages 521-528, San Jose, CA, USA, November 2001.
21. Tatiana Tommasi, Francesco Orabona, and Barbara Caputo. CLEF2007 Image Annotation Task: an SVM-based Cue Integration Approach. In Working Notes of the 2007 CLEF Work-shop, Budapest, Hungary, September 2007.
22. Jerold.W.Wallis, Michelle. M. Miller, Tom. R. Miller, and Thomas. H. Vreeland. An internet-based nuclear medicine teaching file. Journal of Nuclear Medicine, 36(8):1520-1527, 1995.
23. Xin Zhou, Julien Gobeill, Patrick Ruch, and Henning Müller. University and Hospitals of Geneva at ImageCLEF 2007. In Working Notes of the 2007 CLEF Workshop, Budapest, Hungary, September 2007.