Analysis of blood and bone marrow smears using multispectral imaging analysis Techniques

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 5747, Issue III, 2005, Pages 1872-1882

  Wu, Qiongshui ^a   Zeng, Libo ^a   Ke, Hengyu ^a   Xie, Wenjuan ^a   Zheng, Hong ^a   Zhang, Yan ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

Bone marrow; Image processing; MLC; Multispectral imaging analysis; Segmentation

Indexed keywords

ALGORITHMS; BLOOD; BONE; IMAGE ANALYSIS; IMAGE SEGMENTATION; IMAGING TECHNIQUES; SPECTRUM ANALYSIS;

AUTOMATIC DETECTION; BONE MARROW; MULTISPECTRAL IMAGING ANALYSIS; SPECTRAL RATIO;

MEDICAL IMAGING;

EID: 23844432702     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.593588     Document Type: Conference Paper

References (25)

1. Jon Yngve Hardeberg, Acquisition and Reproduction of Colour Images: Colorimetric and Multispectral approaches, PhD dissertation, Ecole Nationale Supèrieure des Télécommunications, Paris, France, 1999.
2. Morris MD (ed), Microscopic and spectroscopic imaging of the chemical state, Marcel Dekker, New York, 1993.
3. Tran CD., "Development and analytical applications of multispectral imaging techniques: An overview", Fresenius J Anal Chem., 369(3-4): 313-319, 2001.
4. Richard M. Levenson, Clifford C. Hoyt, "Spectral imaging and microscopy", AMERICAN LABORATORY, November, pp. 26-33, 2000.
5. N. Gat, "Imaging Spectroscopy Using Tunable Filters: A Review", Proc. SPIE Wavelet Applications VII, Harold H. Szu, Martin Vetterli, William J. Campbell, James R. Buss, Ed., 4056: 50-64, 2000.
6. Yud-Ren Chen, Kuanglin Chao, Moon S. Kim, "Machine vision technology for agricultural applications", Computers And Electronics hi Agriculture, 36: 173-191, 2002.
7. M. A. Roula, J. Diamond, A. Bouridane, Paul Miller and A.Amira, "A Multispectral Computer Vision System for Automatic Grading of Prostatic Neoplasia", Biomedical Imaging, Proceedings. 2002 IEEE International Symposium on, pp.193-196, 2002.
8. Robert C. Schweitzer, Arjun S. Bangalore, Patrick J Treado, "The Role of Chemometrics in Chemical Image Analysis", Managing the Modern Laboratory, 5(1), 2000
9. N. Gat, "Directions in Environmental Spectroscopy: Remote Sensing", Spectroscopy Showcase Magazine, March 1999.
10. Balas, C., "A novel optical imaging method for the early detection, quantitative grading, and mapping of cancerous and precancerous lesions of cervix", IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 48(1), 2001.
11. Cheng, L.-J., Mahoney, J.C., Reyes, G.F., and Suiter, H.R., "Target Detection Using an AOTF Hyperspectral Imager", Proc. SPIE, 2237:251-259, 1994.
12. John Turner II, "Chemical imaging comes of age", spie's oe magazine, pp.30-33, May, 2002.
13. J. M. Bennett, D. Catovsky, M. T. Daniel, et al., "Proposals for the classification of the acute leukaemias", British Journal of Haematology, 33(4): 451-458, 1976.
14. M. Pandit, H. Hengen, "Image Analysis of Blood and Bone Marrow Smears", IEEE/BMESI BIOVISION, Bangalore, 2001.
15. H. Hengen; M. Pandit. "Declustering Algorithms for the Analysis of Blood and Bone Marrow Smears", IEEE SPCOM, Bangalore, July 2001.
16. Heiko Hengen, Susanne L. Spoor, Madhukar C. Pandit, "Analysis of blood and bone marrow smears using digital image processing techniques", Proc. SPIE, 4684: 624-635, Medical Imaging 2002: Image Processing, Milan Sonka; J. Michael Fitzpatrick, Eds., 2002
17. J. Park and J.M. Keller, "Snakes on the watershed", IEEE Trans. Pattern Anal. Mach. Intell., 23(10): 1201-1205, 2001.
18. J. Park and J. M. Keller, "Fuzzy Patch Label Relaxation in Bone Marrow Cell Segmentation", Proceedings, IEEE International Conference on Systems, Man, and Cybernetics, Orlando, FL, pp. 1133-1138, October, 1997.
19. Sobrevilla, P., Montseny, E., Keller, J., "White blood cell detection in bone marrow images", Fuzzy Information Processing Society, 1999, NAFIPS. 18th International Conference of the North American, pp.403-407, 1999.
20. Keller, J.M., Gader, P.D., Sohn, S., Caldwell, C.W., "Soft counting networks for bone marrow differentials", Systems, Man, and Cybernetics, 2001 IEEE International Conference on, 5: 3425-3428, 2001.
21. Park, Jaesang., Automatic white blood cell differentiation. Dissertation Abstracts International, Volume: 63-12, Section: B, page: 5962, Supervisor: James M. Keller., 2002.
22. Cambridge Research & Instrumentation, CRI Varispec Tunable Filter User's Manual, http://WWW.CRI-INC.COM
23. N. Otsu, "A threshold selection method from gray level histograms", IEEETrans System Man Cybernetics SMC, 8: 62-66, 1978.
24. Malpica, N., Ortiz de Solorzano, C., Vaquero, J.J., Santos, A., Vallcorba, I., Garcia-Sagredo, J.M. & del Pozo, F., "Applying watershed algorithms to the segmentation of clustered nuclei", Cytometry, 28(4): 289-297, 1997.
25. Tomasz Markiewicz and Leszek Moszczyński, "Analysis of Features for Blood Cell Recognition", Proceedings of the VIth International Workshop Computational Problems of Electrical Engineering, pp.42-45, Zakopane, Poland, 2004.