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International Journal of Medical Informatics
Volume 73, Issue 1
, Pages 1-23
, February 2004
A review of content-based image retrieval systems in medical applications—clinical benefits and future directions
References
-
.
Pictorial data-base applications.
IEEE Comput. 1981;14(11):13–21
-
.
Pictorial information retrieval.
J. Document. 1995;51(2):126–170
-
.
Visual information retrieval.
Commun. ACM. 1997;40(5):70–79
-
Y. Rui, T.S. Huang, S.-F. Chang, Image retrieval: past, present and future, in: M. Liao (Ed.), Proceedings of the International Symposium on Multimedia Information Processing, Taipei, Taiwan, 1997.
-
J.P. Eakins, M.E. Graham, Content-based image retrieval, Tech. Rep. JTAP-039, JISC Technology Application Program, Newcastle upon Tyne, 2000.
-
C.C. Venters, M. Cooper, Content-based image retrieval, Tech. Rep. JTAP-054, JISC Technology Application Program, 2000.
-
.
Content-based image retrieval at the end of the early years.
IEEE Trans. Pattern Anal. Machine Intel. 2000;22(12):1349–1380
-
H. Müller, User interaction and performance evaluation in content-based visual information retrieval, Ph.D. thesis, Computer Vision and Multimedia Laboratory, University of Geneva, Geneva, Switzerland, June 2002.
-
J.R. Smith, Integrated spacial and feature image systems: retrieval, compression and analysis, Ph.D. thesis, Graduate School of Arts and Sciences, Columbia University, 2960 Broadway, New York, NY, USA, 1997.
-
A. del Bimbo, Visual Information Retrieval, Academic Press, New York, 1999.
-
S.M. Rahman, Design & Management of Multimedia Information Systems: Opportunities & Challenges, Idea Group Publishing, London, 2001.
- . A review of intelligent content-based indexing and browsing of medical images. Health Informatics J. 1999;5:40–49
-
.
Query-by-pictorial-example.
IEEE Trans. Software Eng. SE. 1980;6(6):519–524
-
.
Query by image and video content: the QBIC system.
IEEE Comput. 1995;28(9):23–32
-
W. Niblack, R. Barber, W. Equitz, M.D. Flickner, E.H. Glasman, D. Petkovic, P. Yanker, C. Faloutsos, G. Taubin, QBIC project: querying images by content, using color, texture, and shape, in: W. Niblack (Ed.), Proceedings of the of SPIE Conference on Storage and Retrieval for Image and Video Databases, vol. 1908, 1993, pp. 173–187.
-
J.R. Bach, C. Fuller, A. Gupta, A. Hampapur, B. Horowitz, R. Humphrey, R. Jain, C.-F. Shu, The Virage image search engine: an open framework for image management, in: I.K. Sethi, R.C. Jain (Eds.), Proceedings of the SPIE Conference on Storage & Retrieval for Image and Video Databases IV, vol. 2670, San Jose, CA, USA, 1996, pp. 76–87.
-
A. Hampapur, A. Gupta, B. Horowitz, C.-F. Shu, C. Fuller, J. Bach, M. Gorkani, R. Jain, Virage video engine, in: I.K. Sethi, R.C. Jain (Eds.), Proceedings of the of SPIE Conference on Storage and Retrieval for Image and Video Databases V, vol. 3022, 1997, pp. 352–360.
-
P.M. Kelly, M. Cannon, D.R. Hush, Query by image example: the Candid approach, in: W. Niblack, R.C. Jain (Eds.), Proceedings of the of SPIE Conference on Storage and Retrieval for Image and Video Databases III, vol. 2420, 1995, pp. 238–248.
-
.
Photobook: tools for content-based manipulation of image databases.
Int. J. Comput. Vis. 1996;18(3):233–254
-
W.Y. Ma, Y. Deng, B.S. Manjunath, Tools for texture- and color-based search of images, in: B.E. Rogowitz, T.N. Pappas (Eds.), Proceedings of the of SPIE Conference on Human Vision and Electronic Imaging II, vol. 3016, San Jose, CA, 1997, pp. 496–507.
-
C. Carson, M. Thomas, S. Belongie, J.M. Hellerstein, J. Malik, Blobworld: a system for region-based image indexing and retrieval, in: D.P. Huijsmans, A.W.M. Smeulders (Eds.), Proceedings of the Third International Conference On Visual Information Systems (VISUAL’99), no. 1614 in Lecture Notes in Computer Science, Springer-Verlag, Amsterdam, The Netherlands, 1999, pp. 509–516.
-
S. Belongie, C. Carson, H. Greenspan, J. Malik, Color- and texture-based image segmentation using EM and its application to content-based image retrieval, in: Proceedings of the International Conference on Computer Vision (ICCV’98), Bombay, India, 1998, pp. 675–682.
-
I.J. Cox, M.L. Miller, S.M. Omohundro, P.N. Yianilos, Target testing and the PicHunter Bayesian multimedia retrieval system, in: Advances in Digital Libraries (ADL’96), Library of Congress, Washington, D.C., 1996, pp. 66–75.
-
D.M. Squire, W. Müller, H. Müller, T. Pun, Content-based query of image databases: in-spirations from text retrieval, Pattern Recognition Letters, vol. 21, 2000, pp. 1193–1198 (Selected papers from the 11th Scandinavian Conference on Image Analysis, SCIA’99).
-
D.M. Squire, H. Müller, W. Müller, S. Marchand-Maillet, T. Pun, Design and evaluation of a content-based image retrieval system, in: Design & Management of Multimedia Information Systems: Opportunities & Challenges, IDEA Group Publishing, pp. 125–151 (Chapter 7), 2001.
-
T. Pfund, S. Marchand-Maillet, Dynamic multimedia annotation tool, in: G. Beretta, R. Schettini (Eds.), Proceedings of the SPIE Photonics West Conference on Internet Imaging III, vol. 4672, San Jose, CA, USA, 2002, pp. 216–224.
-
C. Carson, S. Belongie, H. Greenspan, J. Malik, Region-based image querying, in: Proceedings of the 1997 IEEE Conference on Computer Vision and Pattern Recognition (CVPR’97), IEEE Computer Society, San Juan, Puerto Rico, 1997, pp. 42–51.
-
J.R. Smith, S.-F. Chang, Visualseek: a fully automated content-based image query system, in: Proceedings of the Fourth ACM International Multimedia Conference and Exhibition, Boston, MA, USA, 1996.
-
S. Sclaroff, L. Taycher, M. La Cascia, ImageRover: a content-based browser for the world wide web, in: IEEE Workshop on Content-Based Access of Image and Video Libraries, San Juan, Puerto Rico, 1997, pp. 2–9.
-
T. Gevers, A.W.M. Smeulders, A comparative study of several color models for color image invariants retrieval, in: Proceedings of the First International Workshop ID-MMS’96, Amsterdam, The Netherlands, 1996, pp. 17–26.
-
.
Color invariance.
IEEE Trans. Pattern Anal. Machine Intel. 2001;23(12):1338–1350
-
.
Supporting ranked boolean similarity queries in MARS.
IEEE Trans. Knowledge Data Eng. 1998;10(6):905–925
-
J. Ze Wang, G. Wiederhold, O. Firschein, S. Xin Wei, Wavelet-based image indexing techniques with partial sketch retrieval capability, in: Proceedings of the Fourth Forum on Research and Technology Advances in Digital Libraries, Washington D.C., 1997, pp. 13–24.
-
W. Ma, B. Manjunath, Texture features and learning similarity, in: Proceedings of the 1996 IEEE Conference on Computer Vision and Pattern Recognition (CVPR’96), San Francisco, California, 1996, pp. 425–430.
-
S. Santini, R. Jain, Gabor space and the development of preattentive similarity, in: Proceedings of the 13th International Conference on Pattern Recognition (ICPR’96), IEEE, Vienna, Austria, 1996, pp. 40–44.
-
.
An information theoretic view of analog representation in striate cortex.
Computat. Neurosci. 1990;2:9–18
-
.
High confidence visual recognition of persons by a test of statistical independence.
IEEE Trans. Pattern Anal. Machine Intel. 1993;15(11):1148–1161
-
.
A rotation, translation and scale-invariant approach to content-based image retrieval.
J. Visual Commun. Image Represent. 1999;10:186–196
-
.
A comparative study of texture measures for terrain classification.
IEEE Trans. Sys. Man Cybernetics. 1976;6(4):269–285
-
.
ASSERT: A physician-in-the-loop content-based retrieval system for HRCT image databases.
Comput. Vis. Image Understand. 1999;75(1–2):111–132
- . Retrieval technique for the diagnosis of solid breast tumors on sonogram. Ultrasound Med. Biol. 2002;28(7):903–909
-
C.-S. Lu, P.-C. Chung, Wold features for unsupervised texture segmentation, in: Proceedings of the 14th International Conference on Pattern Recognition (ICPR’98), IEEE, Brisbane, Australia, 1998, pp. 1689–1693.
-
D. Comaniciu, P. Meer, D. Foran, A. Medl, Bimodal system for interactive indexing and 18 retrieval of pathology images, in: Proceedings of the Fourth IEEE Workshop on Applications of Computer Vision (WACV’98), Princeton, NJ, USA, 1998, pp. 76–81.
-
S.T. Perry, P.H. Lewis, A novel image viewer providing fast object delineation for content based retrieval and navigation, in: I.K. Sethi, R.C. Jain (Eds.), Proceedings of the of SPIE Conference on Storage and Retrieval for Image and Video Databases VI, vol. 3312, 1997.
-
A. Winter, C. Nastar, Differential feature distribution maps for image segmentation and region queries in image databases, in: IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL’99), Fort Collins, Colorado, USA, 1999, pp. 9–17.
-
L. Lucchese, S.K. Mitra, Unsupervised segmentation of color images based on κ-means clustering in the chromaticity plane, in: IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL’99), Fort Collins, CO, USA, 1999, pp. 74–78.
-
S. Ghebreab, Strings and necklaces—on learning and browsing medical image segmentations, Ph.D. thesis, Faculty of computer science, University of Amsterdam, Amsterdam, The Netherlands, July 2002.
-
R.J. Lapeer, A.C. Tan, R. Aldridge, A combined approach to 3D medical image segmentation using marker-based watersheds and active contours: The active watershed method, in: T. Dohi, R. Kikin (Eds.), International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI 2002), no. 2488 in Lecture Notes in Computer Science, Springer-Verlag, Tokyo, Japan, 2002, pp. 596–603.
-
.
A survey of shape analysis techniques.
Pattern Recog. 1998;31(8):983–1001
-
R.C. Veltkamp, M. Hagedoorn, State-of-the-art in shape matching, in: Principles of Visual Information Retrieval, Springer, Heidelberg, 2000, pp. 87–119.
-
D. Dori, Cognitive image retrieval, in: A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alcézar, J.-O. Eklundh, Y. Aloimonos (Eds.), Proceedings of the 15th International Conference on Pattern Recognition (ICPR 2000), IEEE, Barcelona, Spain, 2000, pp. 42–45.
-
.
Simplicity: semantics-sensitive integrated matching for picture libraries.
IEEE Trans. Pattern Anal. Machine Intel. 2001;23(9):1–17
-
Y. Liu, A. Lazar, W.E. Rothfus, M. Buzoiano, T. Kanade, Classification-driven feature space reduction for semantic-based neuroimage retrieval, in: Proceedings of the International Symposium on Information Retrieval and Exploration in Large Medical Image Collections (VISIM 2001), Utrecht, The Netherlands, 2001.
-
A. Mojsilovis, J. Gomes, Semantic based image categorization, browsing and retrieval in medical image databases, in: IEEE International Conference on Image Processing (ICIP’2000), Rochester, NY, USA, 2000.
-
T.P. Minka, R.W. Picard, Interactive learning using a society of models, in: Proceedings of the 1996 IEEE Conference on Computer Vision and Pattern Recognition (CVPR’96), San Francisco, California, 1996, pp. 447–452.
-
C. Jörgensen, Retrieving the unretrievable in electronic imaging systems: emotions, themes and stories, in: B. Rogowitz, T.N. Pappas (Eds.), Proceedings of the of SPIE Photonics West Conference on Human Vision and Electronic Imaging IV, vol. 3644, San Jose, California, USA, 1999.
-
K. Koffka, Principles of Gestalt Psychology, Lund Humphries, London, 1935.
-
.
Image retrieval using color and shape.
Pattern Recog. 1996;29(8):1233–1244
- . Features of similarity. Psychol. Rev. 1977;84(4):327–352
-
.
Color indexing.
Int. J. Comput. Vis. 1991;7(1):11–32
-
C.C. Aggarwal, A. Hinneburg, D.A. Keim, On the surprising behavior of distance metrics in high dimensional space, in: Proceedings of the International Conference on Database Theory (ICDT 2001), no. 1973 in Lecture Notes in Computer Science, Springer-Verlag, London, UK, 2001.
-
A. Hinneburg, C.C. Aggarwal, D.A. Keim, What is the nearest neighbor in high-dimensional spaces?, in: Proceedings of 26th International Conference on Very Large Databases (VLDB 2000), Cairo, Egypt, 2000, pp. 506–516.
-
R. Hanka, T.P. Harte, Curse of dimensionality: classifying large multi-dimensional images with neural networks, in: Proceedings of the European Workshop on Computer-Intensive Methods in Control and Signal Processing (CIMCSP 1996), Prague, Czech Republic, 1996.
-
N. Vasconcelos, A. Lippman, A probabilistic architecture for content-based image retrieval, in: Proceedings of the 2000 IEEE Conference on Computer Vision and Pattern Recognition (CVPR’2000), IEEE Computer Society, Hilton Head Island, South Carolina, USA, 2000, pp. 216–221.
-
N. Vasconcelos, A. Lippmann, A unifying view of image similarity, in: A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alcézar, J.-O. Eklundh, Y. Aloimonos (Eds.), Proceedings of the 15th International Conference on Pattern Recognition (ICPR 2000), IEEE, Barcelona, Spain, 2000, pp. 1–4.
-
K.-S. Goh, E. Chang, K.-T. Cheng, Support vector machine pairwise classifiers with error reduction for image classification, in: Proceedings of the ACM Multimedia Workshop on Multimedia Information Retrieval (ACM MIR 2001), The Association for Computing Machinery, Ottawa, Canada, 2001, pp. 32–37.
-
T. Westerveld, Image retrieval: content versus context, in: Recherche d’Informations Assistée par Ordinateur (RIAO’2000) Computer-Assisted Information Retrieval, vol. 1, Paris, France, 2000, pp. 276–284.
-
L. Zhu, C. Tang, A. Rao, A. Zhang, Using thesaurus to model keyblock-based image retrieval, in: Proceedings of the second International Conference on Multimedia and Exposition (ICME’2001), IEEE Computer Society, IEEE Computer Society, Tokyo, Japan, 2001, pp. 237–240.
-
.
Term weighting approaches in automatic text retrieval.
Inform. Proces. Manage. 1988;24(5):513–523
-
S. Dominich, Formal foundation of information retrieval, in: Proceedings of the Workshop on Mathematical/Formal Methods in Information Retrieval at the International ACM SIGIR Conference on Research and Development in Information Retrieval, Athens, Greece, 2000.
-
A.P. de Vries, M.G.L.M. van Doorn, H.M. Blanken, P.M.G. Apers, The Mirror MMDBMS architecture, in: Proceedings of 24th International Conference on Very Large Databases (VLDB’98), New York, NY, USA, 1998, pp. 758–761.
-
H. Müller, D.M. Squire, W. Müller, T. Pun, Efficient access methods for content-based image retrieval with inverted files, in: S. Panchanathan, S.-F. Chang, C.-C.J. Kuo (Eds.), Proceedings of the SPIE Conference on Multimedia Storage and Archiving Systems IV (VV02), vol. 3846, Boston, MA, USA, 1999, pp. 461–472.
-
D.A. White, R. Jain, Algorithms and strategies for similarity retrieval, Tech. Rep. VCL-96-101, Visual Computing Laboratory, University of California, San Diego, 9500 Gilman Drive, Mail Code 0407, La Jolla, CA 92093-0407, July 1996.
- . Principal component analysis for content-based image retrieval. RadioGraphics. 2002;22(5):1271–1289
-
.
Towards a computer-aided diagnosis system for pigmented skin lesions.
Comput. Med. Imag. Graphics. 2003;27:65–78
-
T. Kämpfe, T.W. Nattkemper, H. Ritter, Combining independent component analysis and self-organizing maps for cell image classification, in: B. Radig, S. Florczyk (Eds.), Pattern Recognition: DAGM Symposium 2001—Lecture Notes in Computer Science 2191, Munich, Germanny, 2001, pp. 262–268.
-
J.J. Rocchio, Relevance feedback in information retrieval, in: The SMART Retrieval System, Experiments in Automatic Document Processing, Prentice Hall, Englewood Cliffs, NJ, USA, 1971, pp. 313–323.
-
H. Müller, W. Müller, D.M. Squire, S. Marchand-Maillet, T. Pun, Strategies for positive and negative relevance feedback in image retrieval, in: A. Sanfeliu, J.J. Villanueva, M. Vanrell, R. Alcézar, J.-O. Eklundh, Y. Aloimonos (Eds.), Proceedings of the 15th International Conference on Pattern Recognition (ICPR 2000), IEEE, Barcelona, Spain, 2000, pp. 1043–1046.
-
.
Relevance feedback: a power tool for interactive content-based image retrieval.
IEEE Trans.Circuits Sys. Video Technol. 1998;8(5):644–655
(special issue on segmentation, description, and retrieval of video content).
-
Y. Rui, T.S. Huang, S. Mehrotra, Relevance feedback techniques in interactive content-based image retrieval, in: I.K. Sethi, R.C. Jain (Eds.), Proceedings of the SPIE Conference on Storage and Retrieval for Image and Video Databases VI, vol. 3312, 1997, pp. 25–36.
-
M. Worring, A.W.M. Smeulders, S. Santini, Interaction in content-based image retrieval: An evaluation of the state of the art, in: R. Laurini (Ed.), Proceedings of the Fourth International Conference On Visual Information Systems (VISUAL’2000), no. 1929 in Lecture Notes in Computer Science, Springer-Verlag, Lyon, France, 2000, pp. 26–36.
-
H. Müller, D.M. Squire, T. Pun, Learning from user behavior in image retrieval: application of the market basket analysis, Int. J. Comput. Vis. (special issue on content-based image retrieval) vol. 56 (1–2), pp. 65–77, 2004.
-
M. Nakazato, T.S. Huang, 3D MARS: Immersive virtual reality for content-based image retrieval, in: Proceedings of the Second International Conference on Multimedia and Exposition (ICME’2001), IEEE Computer Society, IEEE Computer Society, Tokyo, Japan, 2001, pp. 45–48.
-
S. Santini, R. Jain, Direct manipulation of image databases, Tech. rep., Department of Computer Science, University of California San Diego, San Diego, CA, November 1998.
-
T.M. Lehmann, M.O. Güld, C. Thies, B. Fischer, M. Keysers, D. Kohnen, H. Schubert, B.B. Wein, Content-based image retrieval in medical applications for picture archiving and communication systems, in: Proceedings of the SPIE Conference on Medical Imaging, vol. 5033, San Diego, CA, USA, 2003.
-
B. Revet, DICOM Cook Book for Implementations in Madalities, Philips Medical Systems, Eindhoven, Netherlands, 1997.
-
R.A. Greenes, J.F. Brinkley, Imaging systems, in: Medical Informatics: Computer Applications in Healthcare, second ed., Springer, New York, 2000, pp. 485–538 (Chapter 14).
-
.
Medical imaging informatics and medical informatics: opportunities and constraints.
Methods Inform. Med. 2002;41:183–189
-
M.W. Vannier, E.V. Staab, L.C. Clarke, Medical image archives—present and future, in: H.U. Lemke, M.W. Vannier, K. Inamura, A.G. Farman, J.H.C. Reiber (Eds.), Proceedings of the International Conference on Computer-Assited Radiology and Surgery (CARS 2002), Paris, France, 2002.
- . A new philosophy of medical imaging. Med. Hypotheses. 1991;36:327–335
-
.
Image analysis and computer vision in medicine.
Comput. Med. Imag. Graphics. 1994;18(2):85–96
- . Integration of a multimedia teaching and reference database in a PACS environment. RadioGraphics. 2002;22(6):1567–1577
- . Computer-based radiology information system: from floppy disk to CD-ROM. RadioGraphics. 1995;15:1203–1214
-
.
The clinical display of radiologic information as an interactive multimedia report.
J. Digital Imag. 1999;12(2):119–121
-
.
Navigation in medical internet image databases.
Med. Informatics. 2001;26(1):1–15
-
S. Beretti, A. Del Bimbo, P. Pala, content-based retrieval of 3D cellular structures, in: Proceedings of the Second International Conference on Multimedia and Exposition (ICME’2001), IEEE Computer Society, IEEE Computer Society, Tokyo, Japan, 2001, pp. 1096–1099.
-
M.R. Ogiela, R. Tadeusiewicz, Semantic-oriented syntactic algorithms for content recognition and understanding of images in medical databases, in: Proceedings of the second International Conference on Multimedia and Exposition (ICME’2001), IEEE Computer Society, IEEE Computer Society, Tokyo, Japan, 2001, pp. 621–624.
-
.
I2Cnet: a system for the indexing. storage and retrieval of medical images by content.
Med. Informatics. 1994;19(2):109–122
- . Automated storage and retrieval of thin-section CT images to assist diagnosis: system description and preliminary assessment. Radiology. 2003;228:265–270
-
.
A statistical framework for model-based image retrieval in medical applications.
J. Electronic Imag. 2003;12(1):59–68
-
.
Medical image databases: a content-based retrieval approach.
J. Am. Med. Informatics Assoc. 1997;4(3):184–198
-
H.J. Lowe, I. Antipov, W. Hersh, C. Arnott Smith, Towards knowledge-based retrieval of medical images. the role of semantic indexing, image content representation and knowledge-based retrieval, in: Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), Nashville, TN, USA, 1998, pp. 882–886.
-
.
Image acquisition context: procedure description attributes for clinically relevant indexing and selective retrieval of biomedical images.
J. Am. Med. Informatics Assoc. 1999;6(1):61–75
-
.
A three-level graph-based model for the management of hospital information systems.
Methods Information Med. 1995;34:378–396
-
M.O. Güld, M. Kohnen, D. Keysers, H. Schubert, B.B. Wein, J. Bredno, T.M. Lehmann, Quality of DICOM header information for image categorization, in: Proceedings of the International Symposium on Medical Imaging, vol. 4685, San Diego, CA, USA, 2002, pp. 280–287.
-
C. LeBozec, M.-C. Jaulent, E. Zapletal, P. Degoulet, Unified modeling language and design of a case-based retrieval system in medical imaging, in: Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), Nashville, TN, USA, 1998.
- . Evidence-based radiology. Acad. Radiol. 2002;9(6):662–669
-
J.-P. Boissel, M. Cucherat, E. Amsallem, P. Nony, M. Fardeheb, W. Manzi, M.C. Haugh, Getting evidence to prescribers and patients or how to make EBM a reality, in: Proceedings of the Medical Informatics Europe Conference (MIE 2003), St. Malo, France, 2003.
- . Artificial intelligence in radiology: decision support systems. RadioGraphics. 1994;14:849–861
- . Computer-aided diagnosis in chest radiography: Results of large-scale observer tests at the 1996-2001 RSNA scientific assemblies. RadioGraphics. 2003;23(1):255–265
-
.
Toward an evaluation of an integrated clinical imaging system: Identifying clinical benefits.
Methods Inform. Med. 1996;35:221–229
-
A. Horsch, R. Thurmayr, How to identify and assess tasks and challenges of medical image processing, in: Proceedings of the Medical Informatics Europe Conference (MIE 2003), St. Malo, France, 2003.
-
S. Antani, L.R. Long, G.R. Thoma, A biomedical information system for combined content-based retrieval of spine X-ray images and associated text information, in: Proceedings of the Third Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 2002), Ahamdabad, India, 2002.
-
.
KMED: A knowledge-based multimedia distributed database system.
Inform. Sys. 1994;19(4):33–54
-
.
I2Cnet: content-based similarity search in geographically distributed repositories of medical images.
Comput. Med. Imag. Graphics. 1996;20(4):193–207
-
.
Content-based retrieval of medical images.
Int. J. Comput. Res. 2002;11(2):171–182
-
.
Stelios, intelligent image management in a distributed PACS and telemedicine environment.
IEEE Commun. Magazine. 1996;34(7):36–45
-
.
Building a medical multimedia database system to integrate clinical information: an application of high-performance computing and communications technology.
Bull. Med. Library Assoc. 1995;83(1):57–64
-
S.T. Wong, H.K. Huang, Networked multimedia for medical imaging, IEEE Multimedia Magazine April–June (1997) 24–35.
-
C. Le Bozec, E. Zapletal, M.-C. Jaulent, D. Heudes, P. Degoulet, Towards content-based image retrieval in HIS-integrated PACS, in: Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), Los Angeles, CA, USA, 2000, pp. 477–481.
-
.
Content-based retrieval in picture archiving and communication systems.
J. Digital Imag. 2000;13(2):70–81
-
.
Content-based image retrieval in PACS.
J. Digital Imag. 1999;12(2):81–83
-
J.M. Bueno, F. Chino, A.J.M. Traina, C.J. Traina, P.M. Azevedo-Marques, How to add content-based image retrieval capacity into a PACS, in: Proceedings of the IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), Maribor, Slovenia, 2002, pp. 321–326.
-
.
Integrating content-based retrieval in a medical image reference database.
Comput. Med. Imag. Graphics. 1996;20(4):231–241
-
C.-T. Liu, P.-L. Tai, A.Y.-J. Chen, C.-H. Peng, J.-S. Wang, A content-based medical teaching file assistant for CT lung image retrieval, in: Proceedings of the IEEE International Conference on Electronics, Circuits, Systems (ICECS 2000), Jouneih-Kaslik, Lebanon, 2000.
-
C. Traina, Jr., Agma J.M. Traina, R.R. dos Santos, E.Y. Senzako, A support system for content-based medical image retrieval in object oriented databases, J. Med. Sys. 21(6) (1997) 339–352.
-
.
Active index for content-based medical image retrieval.
Comput. Med. Imag. Graphics. 1996;20(4):219–229
-
M.O. Güld, B.B. Wein, D. Keysers, C. Thies, M. Kohnen, H. Schubert, T.M. Lehmann, A distributed architecture for content-based image retrieval in medical applications, in: Proceedings of the International Conference on Enterprise Information Systems (ICEIS 2001), Setúbal, Portugal, 2001, pp. 299–314.
-
T.M. Lehmann, H. Schubert, D. Keysers, M. Kohnen, B.B. Wein, The irma code for unique classification of medical images, in: Proceedings of the SPIE Conference on Medical Imaging, vol. 5033, San Diego, CA, USA, 2003.
-
.
PACS developments in Europe.
Comput. Med. Imag. Graphics. 2002;27:111–120
-
.
PACS and web-based image distribution and display.
Comput. Med. Imag. Graphics. 2003;27(2/3):197–206
-
C.-T. Liu, P.-L. Tai, A.Y.-J. Chen, C.-H. Peng, T. Lee, J.-S. Wang, A content-based CT lung retrieval system for assisting differential diagnosis images collection, in: Proceedings of the second International Conference on Multimedia and Exposition (ICME’2001), IEEE Computer Society, IEEE Computer Society, Tokyo, Japan, 2001, pp. 241–244.
-
L. Zheng, A.W. Wetzel, Y. Yagi, M.J. Becich, A graphical user interface for content-based image retrieval engine that allows remote server access through the Internet, in: Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), Nashville, TN, USA, 1998.
-
L.H. Tang, R. Hanka, R. Lan, H.H.S. Ip, Automatic semantic labelling of medical images for content-based retrieval, in: Proceedings of the International Conference on Artificial Intelligence, Expert Systems and Applications (EXPERSYS 1998), Virginia Beach, VA, USA, 1998, pp. 77–82.
-
S. Tzelepi, D.K. Koukopoulos, G. Pangalos, A exible content and context-based access control model for multimedia medical image database systems, in: Proceedings of the Ninth ACM International Conference on Multimedia (ACM MM 2001), The Association for Computing Machinery, Ottawa, Canada, 2001.
-
R. Pompl, W. Bunk, A. Horsch, W. Stolz, W. Abmayr, W. Brauer, A. Glässl, G. Morfill, MELDOQ: Ein System zur Unterstützung der Früherkennung des malignen Melanoms durch digitale Bildverarbeitung, in: Proceedings of the Workshop Bildverarbeitung für die Medizin, Munich, Germany, 2000.
-
.
A multiple classifier system for early melanoma diagnosis.
Artificial Intel. Med. 2003;27:29–44
-
.
Automatic screening of cytological specimens.
Comput. Vis. Graphics Image Proces. 1986;35:356–369
-
.
PathMaster: Content-based cell image retrieval using automated feature extraction.
J. Am. Med Informatics Assoc. 2000;7:404–415
-
Pathfinder: Region-based searching of Pathology Images using IRM.
-
K. Veropoulos, C. Campbell, G. Learnmonth, Image processing and neural computing used in the diagnosis of tuberculosis, in: Proceedings of the Colloquium on Intelligent Methods in Healthcare and Medical Applications (IMHMA), York, UK, 1998.
-
M.-C. Jaulent, C. Le Bozec, Y. Cao, E. Zapletal, P. Degoulet, A property concept frame representation for exible image content retrieval in histopathology databases, in: Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), Los Angeles, CA, USA, 2000.
-
L.H. Tang, R. Hanka, H.H.S. Ip, R. Lam, Extraction of semantic features of histological images for content-based retrieval of images, in: Proceedings of the IEEE Symposium on Computer-Based Medical Systems (CBMS 2000), Houston, TX, USA, 2000.
-
H.Y. Tang, Lilian, R. Hanka, H.H.S. Ip, K.K.T. Cheung, R. Lam, Semantic query processing and annotation generation for content-based retrieval of histological images, in: International Symposium on Medical Imaging, vol. 3976, San Diego, CA, USA, 2000.
-
.
Medical image collection indexing: shape-based retrieval using KD-trees.
Comput. Vis. Graphics Image Proces. 1996;20(4):209–217
-
.
A new multi-expert decision combination algorithm and its application to the detection of circumscribed masses in digital mammograms.
Pattern Recog. 2001;34:1527–1537
-
.
Fast and effective retrieval of medical tumor shapes.
IEEE Trans. Knowledge Data Eng. 1998;10(6):889–904
-
.
Classification of breast mass abnormalities using denseness and architectural distorsion.
Electronic Lett. Comput. Vis. Image Anal. 2002;1(1):1–20
- . Content-based retrieval of breast cancer biopsy slides. Technol. Health Care. 2000;8:291–297
-
.
Content-based ultrasound image retrieval using a coarse to fine approach.
Annals New York Acad. Sci. 2002;980:212–224
-
C. Brodley, A. Kak, C. Shyu, J. Dy, L. Broderick, A.M. Aisen, Content-based retrieval from medical image databases: A synergy of human interaction, machine learning and computer vision, in: Proceedings of the 10th National Conference on Artificial Intelligence, Orlando, FL, USA, 1999, pp. 760–767.
-
C.-R. Shyu, A. Kak, C. Brodley, L.S. Broderick, Testing for human perceptual categories in a physician-in-the-loop CBIR system for medical imagery, in: Proceedings of the IEEE Workshop on Content-based Access of Image and Video Libraries (CBAIVL’99), Fort Collins, CO, USA, 1999, pp. 102–108.
-
.
High-resolution CT of diffuse interstitial lung disease: key findings in common disorders.
Europe. Radiol. 2001;11:373–392
- . High-resolution CT of diffuse lung disease. Radiol. Clin. North Am. 2001;39(6):1091–1113
-
C.Y. Han, H. Chen, L. He, W.G. Wee, A web-based distributed image processing system, in: S. Santini, R. Schettini (Eds.), Proceedings of the SPIE Photonics West Conference on Internet Imaging IV, vol. 5018, San Jose, CA, USA, 2003, pp. 111–122.
-
S. Sclaroff, A.P. Pentland, On modal modeling for medical images: Underconstrained shape description and data compression, in: Proceedings of the IEEE Workshop on Biomedical Image Analysis (BIA’1994), Seattle, WA, USA, 1994, pp. 70–79.
-
Y. Liu, F. Dellaert, Classification-driven medical image retrieval, in: Proceedings of the ARPA Image Understanding Workshop, 1997.
-
.
Content-based retrieval of dynamic PET functional images.
IEEE Trans. Information Technol. Biomed. 2000;4(2):152–158
-
L.R. Long, G.R. Thoma, L.E. Berman, A prototype client/server application for biomedical text/image retrieval on the internet, in: I.K. Sethi, R.C. Jain (Eds.), Proceedings of the Conference on Storage and Retrieval for Image and Video Databases VI, vol. 3312, 1997, pp. 362–372.
-
S. Santini, A. Gupta, The role of internet images in the biomedical informatics research network, in: S. Santini, R. Schettini (Eds.), Proceedings of the Conference on Internet Imaging IV, vol. 5018, San Jose, CA, USA, 2003, pp. 99–110.
- . The BioImage database project: organizing multidemensional biological images in an object-relational database. J. Struct. Biol. 1999;125:97–102
-
Z. Geradts, H. Hardy, A. Poortmann, J. Bijhold, Evaluation of contents based image retrieval methods for a database of logos on drug tablets, in: E.M. Carapezza (Ed.), Proceedings of the Conference on Technologies for Law Enforcement, vol. 4232, Boston, MA, USA, 2000.
-
.
Content-based image retrieval: a new promising technique in powder technology.
Pharma. Dev. Technol. 2000;5(2):171–179
-
G.D. Magoulas, A. Prentza, Machine learning in medical applications, in: G. Paliouras, V. Karkaletsis, C.D. Spyrpoulos (Eds.), Machine Learning and its Applications, Lecture Notes in Computer Science, Springer-Verlag, Berlin, 2001, pp. 300–307.
-
M.J. Egenhofer, Spatial-query-by-sketch, in: Proceedings of the IEEE Symposium on Visual Languages (VL 1996), Boulder, CO, USA, 1996, pp. 6–67.
-
.
Content-based image retrieval system using neural networks.
Int. J. Neural Sys. 2000;10(5):417–424
-
.
Selective automated indexing of findings and diagnoses in radiology reports.
J. Biomed. Informatics. 2001;34:262–273
- . Evaluation of a meta-1-based automatic indexing methods for medical documents. Comput. Biomed Res. 1992;25:336–350
-
R. Chbeir, Y. Amghar, A. Flory, MIMS: A prototype for medical image retrieval, in: Recherche d’Informations Assistée par Ordinateur (RIAO’2000) Computer-Assisted Information Retrieval, vol. 1, Paris, France, 2000.
-
H. Müller, A. Rosset, J.-P. Vallée, A. Geissbuhler, Integrating content-based visual access methods into a medical case database, in: Proceedings of the Medical Informatics Europe Conference (MIE 2003), St. Malo, France, 2003, pp. 480–485.
-
T. Würinger, J. Stockhausen, D. Meyer-Ebrecht, A. Böcking, Automatic coregistration, segmentation and classification for multimodal cytopathology, in: Proceedings of the Medical Informatics Europe Conference (MIE 2003), St. Malo, France, 2003.
-
A.W. Toga, P. Thompson, An introduction to brain warping, in: Brain Warping, Academic Press, New York, 1998, pp. 1–28 (Chapter 1).
-
.
Similarity searching in medical image databases.
IEEE Trans. Knowledge Data Eng. 1997;9(3):435–447
-
.
Holographic image archive.
Comput. Med. Imag. Graphics. 1996;20(4):243–257
-
L. Yu, Kaia nd Ji, X. Zhang, Kernel nearest-neighbor algorithm, Neural Proces. Lett. 15(2) (2002) 147–156.
-
T. Saracevis, Relevance: a review of and a framework for the thinking on the notion in information science, J. Am. Soc. Inform. Sci., November–December (1975) 321–343.
-
.
A re-examination of relevance: toward a dynamic, situational definition.
Inform. Proces. Manage. 1990;26(6):755–775
-
.
Evaluation of clinical information systems. what can be evaluated and what cannot.
J. Evaluat. Clin. Practice. 2001;7(4):373–385
-
.
Performance evaluation in content-based image retrieval: Overview and proposals.
Pattern Recog. Lett. 2001;22(5):593–601
-
G. Salton, The evaluation of computer-based information retrieval systems, in: Proceedings of the 1965 Congress International Federation for Documentation (IFD 1965), Spartan Books Washington, Washington DC, USA, 1965, pp. 125–133.
-
J. Nielsen, Usability Engineering, Academic Press, Boston, MA, 1993.
-
T.M. Lehmann, B.B. Wein, H. Greenspan, Integration of content-based image retrieval to picture archiving and communication systems, in: Proceedings of the Medical Informatics Europe Conference (MIE 2003), St. Malo, France, 2003.
-
P. Franz, A. Zaiss, U. Schulz, Stefana nd Hahn, R. Klar, Automated coding of diagnoses—three methods compared, in: Proceedings of the Annual Symposium of the American Society for Medical Informatics (AMIA), Los Angeles, CA, USA, 2000.
-
A. Geissbuhler, C. Lovis, A. Lamb, S. Spahni, Experience with an XML/HTTP-based federative approach to develop a hospital-wide clinical information system, in: R. Rogers, R. Haux, V. Patel (Eds.), Proceedings of the International Medical Informatics Conference (Medinfo 2001), London, UK, 2001, pp. 735–739.
-
J.R. Smith, VideoZoom: A spatial-temporal video browser for the internet, in: C.-C.J. Kuo, S.-F. Chang, S. Panchanathan (Eds.), Proceedings of the Conference on Multimedia Storage and Archiving Systems III (VV02), vol. 3527, Boston, MA, USA, 1998, pp. 212–222.
-
D. Schonfeld, D. Lelescu, VORTEX: Video retrieval and tracking from compressed multimedia databases—template matching from MPEG2 video compression standard, in: C.-C.J. Kuo, S.-F. Chang, S. Panchanathan (Eds.), Proceedings of the Conference on Multimedia Storage and Archiving Systems III (VV02), vol. 3527, Boston, MA, USA, 1998, pp. 233–244.
-
Anil K. Jain, Robert P.W. Dvin, Jianchang Mao, Statistical Pattern Recognition: A Review, IEEE Transaction on Pattern Analysis and Machin Intelligence, vol. 22 (1), pp. 4–37, 2000.
PII: S1386-5056(03)00211-9
doi: 10.1016/j.ijmedinf.2003.11.024
© 2004 Elsevier Ireland Ltd. All rights reserved.
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International Journal of Medical Informatics
Volume 73, Issue 1
, Pages 1-23
, February 2004
