Biomedical information from a national collection of spine X-rays: Film to content-based retrieval

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5033, Issue , 2003, Pages 70-84

  Long, L R ^a   Antani, S ^a   Lee, D J ^b   Krainak, D M ^c   Thoma, G R ^a  

^a NATIONAL INSTITUTES OF HEALTH   (United States)

^b BRIGHAM YOUNG UNIVERSITY   (United States)

^c NORTHWESTERN UNIVERSITY   (United States)

Author keywords

CBIR; Content based image retrieval; Multimedia database; Web; X ray

Indexed keywords

BIOMEDICAL ENGINEERING; CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; INFORMATION ANALYSIS; MULTIMEDIA SYSTEMS; X RAYS;

MULTIMEDIA DATABASES;

MEDICAL IMAGING;

EID: 0042330247     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.487798     Document Type: Conference Paper

References (31)

1. Chute CG. Clinical data retrieval and analysis: I've seen a case like that before, Annals of the New York Academy of Sciences, 670, 1992, 133-140.
2. Niblack W, Zhu X, Hafner JL, Breuel T, Ponceleon D, Petkovic D, Flickner M, Upfal E, Nin SI, Sull S, Dom B, Yeo B-L, Srinivasan S, Zivkovic D, Penner M. Updates to the QBIC system. Proceedings of SPIE Storage and Retrieval for Image and Video Databases VI, 3312, San Jose, CA, January 28-30, 1998, 150-161.
3. National Center for Health Statistics Web site: http://www.cdc.gov/nchs/about/major/nhanes/goals.htm
4. Plan and Operation of the second National Health and Nutrition Examination Survey 1976-80, Programs and Collection Procedures, Series 1, No. 15, DHHS Publication No. (PHS) 81-1317, National Center for Health Statistics, Hyattsville, MD, July 1981, 4.
5. Plan and operation of the Third National Health and Nutrition Examination Survey 1988-94, National Center for Health Statistics. Vital Health Stat 1(32), 1994
6. Ostchega Y, Long LR, Hirsch R, Ma LD, Scott, Jr. WW, Thoma GR. Establishing the level of digitization for wrist and hand radiographs for the third National Health and Nutrition Examination Survey. Journal of Digital Imaging, 11(3), August 1998, 116-120.
7. Duryea J, Zaim S, Wolfe F. Neural network based automated algorithm to identify joint locations on hand/wrist radiographs for arthritis assessment. Medical Physics, 29(3), March 2002, 403-411.
8. Long LR, Berman LE, Thoma GR. A prototype client/server application for biomedical text/image retrieval on the Internet. Proceedings of SPIE Storage and Retrieval for Still Image and Video Databases IV, 2670, San Jose, CA, February 1-2, 1996, 362-372.
9. Long LR, Pillemer SR, Lawrence RC, Goh G-H, Neve L, Thoma GR. WebMIRS: Web-based Medical Information Retrieval System. Proceedings of SPIE Storage and Retrieval for Image and Video Databases VI, 3312, San Jose, CA, January 24-30, 1998, 392-403.
10. Yang S, Mitra S. Statistical and adaptive approaches for segmentation and vector source encoding of medical images. Proceedings of SPIE Medical Imaging 2002: Image Processing, 4684, February 24-28, 2002, San Diego, CA, 371-382.
11. Yang S, Mitra S. Content-based vector coder for information retrieval. BISC-FLINT International Workshop, UC Berkley, Berkeley, CA, August 14-18, 2001.
12. Long LR, Pillemer S, Goh G-H, Berman LE, Neve L, Thoma GR, Premkumar A, Ostchega Y, Lawrence R, Altman RD, Lane NE, Scott WW, Jr. A digital atlas for spinal x-rays. Proceedings of SPIE Medical Imaging 1997: PACS Design and Evaluation: Engineering and Clinical Issues, 3035, Newport Beach, CA, February 22-28, 1997, 586-594.
13. The Epidemiology of Chronic Rheumatism, vol. II of Atlas of Standard Radiographs of Arthritis. F. A. Davis Company, Philadelphia, PA. 1963.
14. Ghebreab S. Strings and Necklaces: On Learning and Browsing Medical Image Segmentations. Intelligent Sensory Information Systems Group, University of Amsterdam, Amsterdam, Netherlands, 2002.
15. Zamora G. Dissertation for the degree of Doctor of Philosophy. Department of Electrical Engineering, Texas Tech University, Lubbock, TX, December 2002.
16. Grau V, Alcaniz M, Juan MC, Monserrat C, Knoll C. Automatic localization of cephalomelric landmarks. Journal of Biomedical Informatics, 2001, 34(3): 146-156.
17. Cootes TF, Taylor CJ. Statistical models of appearance for computer vision. Tech. rep., University of Manchester, Wolfson Image Analysis Unit, Imaging Science and Biomedical Engineering, University of Manchester, Manchester, M12 9PT, U.K. 2001 February.
18. Smyth PP, Taylor CJ, Adams JE. Vertebral shape: Automatic measurement with active shape models. Radiology. 1999;211(2):571-578.
19. Gardner JC, Heyano SL, Yaffe LG, von Ingersleben G, Chesnut CHI. A semi-automated computerized system for fracture assessment of spinal x-ray films. Proceedings of SPIE Medical Imaging: Image Processing. 1996;2710:996-1008.
20. Sari-Sarraf H, Mitra S, Zamora G, Tezmol A. Customized active shape models for segmentation of cervical and lumbar spine vertebrae, (contract technical report). 2000 December.
21. Zamora G, Sari-sarraf H, Mitra S, Long R. Estimation of orientation and position of cervical vertebrae for segmentation with active shape models. Proceedings of SPIE Medical Imaging 2001: Image Processing. 4322, San Diego, CA, February 19-22, 2001, 378-387.
22. Zamora G, Sari-sarraf, Long R. Hierarchical segmentation of vertebrae from x-ray images. Proceedings of SPIE Medical Imaging 2003: Image Processing, 5032, San Diego, CA, February 15-20, 2003 (forthcoming).
23. Ballard DH. Generalizing the Hough Transform to detect arbitrary shapes. Pattern Recognition, 13(2), 1981, 111-122.
24. Tezmol A, Sari-Sarraf H, Mitra S, Long R. Customized Hough transform for robust segmentation of the cervical vertebrae from x-ray images, Southwest Symposium on Image Analysis and Interpretation (SSIAI 2002), April 7-9, 2002, Santa Fe, New Mexico, 224-228.
25. Hu MK. Visual pattern recognition by moment invariants. IRE Transactions on Information Theory, 8:179-187, 1962.
26. Del Bimbo A, Pala P. Shape indexing by multi-scale representation. Image and Vision Computing, 1999, 17(3-4):245-261.
27. Latecki LJ, Lakämper R. Shape description and search for similar objects in image databases. In R. C. Veltkamp, H. Burkhardt, and H. P. Kriegel, editors, State-of-the-Art in Content-Based Image and Video Retrieval, volume 22 of Computational Imaging and Vision, Kluwer Academic Publishers, 2001, 69-96.
28. Zahn C, Roskie R. Fourier descriptors for plane closed curves. IEEE Computer, 1972,C-21(3):269-281.
29. Antani S, Long LR, Thoma GR, Lee DJ. Evaluation of shape indexing methods for content-based retrieval of x-ray images. Proc. of IS&T/SPIE 15th Annual Symposium on Electronic Imaging, Storage and Retrieval for Media Databases, 5032, 2003.
30. Lee DJ, Antani S, Long LR. Similarity measurement using polygon curve representation and Fourier descriptors for shape based vertebral image retrieval. Proceedings of SPIE International Symposium on Medical Imaging: Image Processing, 5032, 2003.
31. rd Indian Conference on Computer Vision, Graphics, and Image Processing (ICVGIP '02), Ahemdabad, India. December 16-18, 2002, 242-47.