Blood cell counting and classification by nonflowing laser light scattering method

Journal of Biomedical Optics

Volumn 9, Issue 5, 2004, Pages 995-1001

  Yang, Ye ^a   Zhang, Zhenxi ^a   Yang, Xinhui ^a   Yeo, Joon Hock ^b   Jiang, LiJun ^c   Jiang, Dazong ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^c INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Blood cell; Cell sizing; Charge coupled device; Counting and classification; Light scattering; Nonflowing

Indexed keywords

BLOOD; CELLS; CHARGE COUPLED DEVICES; COMPUTER SIMULATION; LEAST SQUARES APPROXIMATIONS; MATRIX ALGEBRA; PHOTOELECTRIC CELLS; REFRACTIVE INDEX;

BLOOD CELL; BLOOD CELL COUNTING AND CLASSIFICATION; CELL SIZING; MIE THEORY;

LIGHT SCATTERING;

DIAGNOSTIC AGENT;

ADULT; AGED; ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BLOOD CELL; BLOOD CELL COUNT; CELL SIZE; CLASSIFICATION; COMPARATIVE STUDY; COMPUTER SIMULATION; CYTOLOGY; EQUIPMENT; EVALUATION; FEMALE; HUMAN; INSTRUMENTATION; LASER; LASER DOPPLER FLOWMETRY; MALE; METHODOLOGY; MIDDLE AGED; PHOTOMETRY; RADIATION SCATTERING; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; VALIDATION STUDY;

ADULT; AGED; ALGORITHMS; BLOOD CELL COUNT; BLOOD CELLS; CELL SIZE; COMPUTER SIMULATION; EQUIPMENT FAILURE ANALYSIS; FEMALE; HUMANS; LASER-DOPPLER FLOWMETRY; LASERS; MALE; MIDDLE AGED; MODELS, CARDIOVASCULAR; PHOTOMETRY; REPRODUCIBILITY OF RESULTS; SCATTERING, RADIATION; SENSITIVITY AND SPECIFICITY;

EID: 16544374165     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.1782572     Document Type: Article

References (39)

1. Q. Y. Li, M. Z. Xu, and X. Y. Kong, Practical Clinical Medical Inspection, Hu Bei People's Publish House, Wu Han (1980) (in Chinese).
2. T. Allen, Particle Size Measurement, pp. 455-478, Chapman and Hall, London (1990).
3. D. Chiappini, W. A. Wuillemin, M. Gardi, C. Jeanneret, and A. Tobler, "Comparability of haematology profile between QBC (R) autoread (TM) plus system and all electronic cell counting instrument (Coulter Counter STKS)," Schweiz Med. Wochenschr 130(15), 545-550 (2000). (Pubitemid 30226363)
4. L. S. Cram, J. C. Martin, J. A. Steinkamp, T. M. Yoshida, T. N. Buican, B. L. Marrone, J. H. Jett, G. Salzman, and L. Sklar, "New flow cytometric capabilities at the national flow cytometry resource," Proc. IEEE 80(6), 912-917 (1992).
5. M. J. Dijkstra-Tiekstra, J. G. Schrijver, P. F. van der Meer, R. F. Laport, J. W. Gratama, W. H. Levering, and C. J. Van Delden, "Crossover study of three methods for low-level white blood cell counting on two types of flow cytometer," Cytom. Part B Clin. C. Y. 54B(1), 39-45 (2003). (Pubitemid 38295417)
6. F. S. Wang, Y. Itose, T. Tsuji, Y Hamaguchi, K. Hirai, and T. Sakata, "Development and clinical application of nucleated red blood cell counting and staging on the automated haematology analyser XE-2100(TM)," Clin. Lab Haematol. 25(1), 17-23 (2003). (Pubitemid 36246395)
7. N. Theera-Umpon and P. D. Gader, "System-level training of neural networks for counting white blood cells," IEEE Trans. Syst. Man Cybern.C 32(1), 48-53 (2002). (Pubitemid 34789926)
8. H. G. Barth, Modern Methods of Particle Size Analysis, Wiley, New York (1984).
9. R. A. Dobbins, L. Crocco, and I. Glassman, "Measurement of mean particle sizes of sprays from diffractively scattered light," AIAA J. 1(8), 1882-1886 (1963).
10. P. Latimer, "Determination of diffractor size and shape from diffracted light," Appl. Opt. 17(14), 2162-2170 (1978). (Pubitemid 9407236)
11. A. Boxman, H. G. Merkus, P. J. T. Verheijen, and B. Scarlett, "Deconvolution of light-scattering patterns by observing intensity fluctuations," Appl. Opt. 30(33), 4818-4823 (1991).
12. H. Schnablegger and O. Glatter, "Optical sizing of small colloidal particles: an optimized regularization technique," Appl. Opt. 30(33), 4889-4896 (1991).
13. J. H. Koo and E. D. Hirleman, "Synthesis of integral transform solutions for the reconstruction of particle-size distributions from forward-scattered light," Appl. Opt. 31(12), 2130-2140 (1992).
14. M. R. Jones, B. P. Curry, M. Q. Brewster, and K. H. Leong, "Inversion of light-scattering measurements for particle size and optical constants: theoretical study," Appl. Opt. 33(18), 4025-4034 (1994).
15. B. Ruck and B. Pavlovski, "Anew diffraction-based laser measuring principle for particle sizing," Tech. Mess. 70(1), 25-37 (2003). (Pubitemid 44033834)
16. R. M. Carter and Y Yan, "On-line particle sizing of pulverized and granular fuels using digital imaging techniques," Meas. Sci. Technol. 14(7), 1099-1109 (2003). (Pubitemid 36887468)
17. M. Z. Li, D. Wilkinson, and M. Schrodl, "Neural network particle sizing in slurries by reflectance spectroscopy," AIChE J. 48(11), 2492-2498 (2002). (Pubitemid 36176388)
18. M. Bartlett and H. B. Jiang, "Particle sizing in dense, rapidly flowing KCl suspensions by photon migration techniques," AIChE J. 47(1), 60-65 (2001). (Pubitemid 32110131)
19. G. H. McTainsh, A. W. Lynch, and R. Hales, "Particle-size analysis of aeolian dusts, soils and sediments in very small quantities using a coulter multisizer," Earth Surf. Processes Landforms 22(13), 1207-1216 (1997). (Pubitemid 127616233)
20. B. Schelinsky and H. Krambeer, "Use of CCD sensors for twodimensional optical particle sizing with an extended phase Doppler system," Meas. Sci. Technol. 14(4), 500-507 (2003). (Pubitemid 36453941)
21. P. F. Mullaney and P. N. Dean, "Cell sizing: a small-angle lightscattering method for sizing particles of low relative refractive index," Appl. Opt. 8(11), 2361-2365 (1969).
22. A. Brunsting and P. F. Mullaney, "Differential light scattering from spherical mammalian cells," Biophys. J. 14, 439-446 (1974).
23. H. F Tschunko, "Annular apertures with high obstruction," Appl. Opt. 13(1), 22-23 (1974).
24. M. Kerker, D. D. Cooke, H. Chew, and P. J. Mcnulty, "Light scattering by structured spheres," J. Opt. Soc. Am. 68(5), 592-601 (1978).
25. G. J. Streekstra, A. G. Hoekstra, E. J. Nijhof, and R. M. Heethaar, "Light scattering by red blood cells in ektacytometry: Fraunhofer versus anomalous diffraction," Appl. Opt. 32(13), 2266-2272 (1993).
26. Y Yang, "The study on blood cell counting and classification by stationary suspending laser light scattering method," PhD Dissertation, Xi'an Jiaotong University, Xi'an (1998) (in Chinese).
27. M. Kerker, The Scattering of Light and Other Electromagnetic Radiation, Academic, New York (1969).
28. H. C. Van de Hulst, Light Scattering by Small Particles, Dover, New York (1981).
29. A. G. Borovoi, E. I. Naats, and U. G. Oppel, "Scattering of light by a red blood cell," J. Biomed. Opt. 3(3), 364-372 (1998). (Pubitemid 128635011)
30. M. Hammer, D. Schweitzer, B. Michel, E. Thamm, and A. Kolb, "Single scattering by red blood cells," Appl. Opt. 37(31), 7410-7418 (1998). (Pubitemid 128659487)
31. J. M. Steinke and A. P. Shepherd, "Comparison of Mie theory and the light scattering of red blood cells," Appl. Opt. 27(19), 4027-4033 (1988).
32. A. N. Yaroslavsky, I. V. Yaroslavsky, T. Goldbach, and H. J. Schwarzmaier, "Influence of the scattering phase function approximation on the optical properties of blood determined from the integrating sphere measurements," J. Biomed. Opt. 4(1), 47-53 (1999). (Pubitemid 129694551)
33. P. F. Mullaney and P. N. Dean, "The small angle light scattering of biological cells-theoretical considerations," Biophys. J. 10(8), 764-772 (1970).
34. L. Huang, The Linear Algebra in System and Control Theory, Science Publish House, Bei Jing (1984) (in Chinese).
35. S. Twomey, Introduction to the Mathematics of Inversion in Remote Sensing and Indirect Measurement, Elsevier Scientific, New York (1977).
36. R. Rizzi, R. Guzzi, and R. Legnani, "Aerosol size spectra from spectral extinction data: the use of a linear inversion method," Appl. Opt. 21(9), 1578-1587 (1982). (Pubitemid 12525221)
37. R. Fletcher, Practical Methods of Optimization, Wiley, New York (1987).
38. X. H. Lu, "Automatic blood cell analytical instruments," Mod. Med. Instrum. Appl. 6(4), 12-16 (1994) (in Chinese).
39. Z. G. Chen, A. Taflove, and V. Backman, "Equivalent volumeaveraged light scattering behavior of randomly inhomogeneous dielectric spheres in the resonant range," Opt. Lett. 28(10), 765-767 (2003).