Computer Aided Prostate Cancer Diagnosis Using Image Enhancement and JPEG2000

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5203, Issue , 2003, Pages 323-334

  Gao, Ming ^a   Bridgman, Phillip ^b   Kumar, Sunil ^a  

^a Wallace H Coulter School of Engineering   (United States)

^b Canton Potsdam Hospital   (United States)

Author keywords

Color space; Image enhancement; Image processing; JPEG2000; Pathology; Prostate cancer diagnosis

Indexed keywords

BIOLOGICAL MEMBRANES; BIOPSY; COMPUTER SIMULATION; DATABASE SYSTEMS; ELECTRICAL ENGINEERING; IMAGE ENHANCEMENT; IMAGE PROCESSING; MATHEMATICAL MODELS; ONCOLOGY; PATHOLOGY; SIGNAL TO NOISE RATIO; TISSUE; TUMORS;

COLOR SPACE; JPEG2000; NUCLEAR ROUNDNESS FACTOR (NRF); PROSTATE CANCER DIAGNOSIS;

COMPUTER AIDED DIAGNOSIS;

EID: 2342483063     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.512545     Document Type: Conference Paper

References (19)

1. V. Kumar, R. Cotran, S.L. Robbins, Basic Pathology, W.B. Saunders Company, 1997.
2. D.G. Bostwick, J.N. Eble, Urologic Surgical Pathology, Mosby - year book, inc. 1997.
3. D.F. Gleason, G.T. Mellinger, et al, "Prediction of prognosis for prostatic adenocarcinoma by combined histological grading and clinical staging", Journal of Urology, 111, 58-64, 1974.
4. A.W. Wetzel, R. Crowley, S.J. Kim, R. Dawson, L. Zheng, Y.M. Joo, Y. Yagi, J. Gilbertson, C. Gadd, D.W. Deerfield, M.J. Becich, "Evaluation of prostate tumor grades by content based image retrieval", 27th AIPR Workshop: Advances in Computer Assisted Recognition, Washington D.C., Oct. 16, 1998, SPIE Proceedings, 3584, pp. 244-252.
5. T.D. Clark, F.B. Askin, C.R. Bagnell, "Nuclear Roundness Factor: A Quantitative Approach To Grading In Prostate Carcinoma, Reliability Of Needle Biopsy Tissue, And The Effect Of Tumour Stage On Usefulness", The Prostate, 10, 199-206, 1987.
6. D. Kim, J.D. Charlton, J.M. Coggins, J.L. Mohler, "Semiautomated nuclear shape analysis of prostatic carcinoma and benign prostatic hyperplasia", Analytical Quantitative Cytolology and Histology, 16(6), 400-414, 1994.
7. A.W. Wetzel, "Computational Aspects of Pathology Image Classification and Retrieval", Journal of Supercomputing, 11, 279-93, 1997.
8. M.A. Roula, J. Diamond, A. Bouridane, P.Miller and A. Amira, "A Multispectral Computer Vison System For Automatic Grading Of Prostatic Neoplasia", Proceedings of IEEE International Symposium on Biomedical Imaging, 2002.
9. D.E. Pitts, B.S. Premkumar, A.G. Houston, R.J. Badain, P. Troncosa, "Texture analysis of degitised prostate pathological cross-section", SPIE Proceedings of Medical Imaging: Image Processing, 1898, 456-470, 1993.
10. P.H. Bartels, T. Gahm, D. Thompson, "Automated microscopy in diagnostic histopathology: from image processing to automated reasoning", International Journal of Image Systems and Technology, 8, 214-223, 1997.
11. P.H. Bartels, H.G. Bartels, R. Montironi, P.W. Hamilton, D. Thompson, "Machine vision in the detection of prostate lesions in histologic sections", Analytical and Quantitative Cytology and Histology, 20, pp. 358-364, 1998.
12. P.H. Bartels, D. Thompson, R. Montironi, G. Mariuzzi, P.W. Hamilton, "Automated reasoning system in histopathologic diagnosis and prognosis of prostate cancer and its precursors", European Urology, 30, 222-233, 1996.
13. P.H. Bartels, D. Thompson, R. Montironi, "Knowledge-based image analysis in the precursors of prostatic adenocarcinoma", European Urology, vol. 30, pp. 234-242, 1996.
14. P.W. Hamilton, P.H. Bartels, R. Montironi, "Automated histometry in quantitative prostate pathology", Analytical and Quantitative Cytology and Histology, 20, 443-460, 1998.
15. U. Catalyurek, M.D. Beynon, C. Chang, T. Kurc, A. Sussman and J. Saltz, "The virtual microscope", Technical Report, CS-TR-4405 and UMIACS-TR-2002-85, University of Maryland, Department of Computer Science and UMIACS, Oct. 2002.
16. A.R. Smith, "Color Gamut Transform Pairs", Computer Graphics (SIGGRAPH '78 Proceedings), 12, 12-19, 1978.
17. D.S. Taubman, M.W. Marcellin, JPEG2000: image compression fundamentals, standards, and practice, Kluwer Academic Publishers, 2002.
18. C. Christopoulos, A. Skodras and T. Ebrahimi, "The JPEG2000 still image coding system: an overview", IEEE Trans. Consumer Electronics, 46(4), 1103-1127, 2000.
19. D.S. Taubman and M.W. Marcellin, "JPEG2000: standard for interactive imaging", Proceedings of the IEEE, 90(8), 1336-1357, 2002.