Time-lapse microscopy and classification of in vitro cell migration using Hidden Markov modeling

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 5, Issue , 2006, Pages

  Althoff, K ^a   Degerman, J ^a   Wahlby C ^b   Thorlin, T ^c   Faijerson, J ^c   Eriksson, P S ^c   Gustavsson, T ^a  

^a CHALMERS UNIVERSITY OF TECHNOLOGY   (Sweden)

^b UPPSALA UNIVERSITY   (Sweden)

^c UNIVERSITY OF GOTHENBURG   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

CELL MIGRATION; CELL POPULATIONS; PROGENITOR CELLS; TIME LAPSE MICROSCOPY;

HIDDEN MARKOV MODELS; HISTOLOGY; IMMUNOLOGY; MICROSCOPIC EXAMINATION; PATTERN RECOGNITION;

CELLS;

EID: 33947707904     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. D.P. Mukherjee, N. Ray, and S.T. Acton, "Level set analysis for leukocyte detection and tracking," IEEE Transactions on Image Processing, vol. 13, no. 4, pp. 562-572, 2004.
2. F. Leymarie and M.D. Levine, "Tracking deformable objects in the plane using an active contour model," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 6, pp. 617-634, 1993.
3. C. Zimmer, E. Labruyere, V. Meas-Yedid, N. Guillen, and J.-C. Olivo-Marin, "Segmentation and tracking of migrating cells in videomicroscopy with parametric active contours: a tool for cell-based drug testing," IEEE Transactions on Medical Imaging, vol. 21, no. 10, pp. 1212-1221, 2002.
4. T.D. Palmer, J. Takahashi, and F.H. Gage, "The adult rat hippocampus contains primordial neural stem cells," Molecular and Cellular Neurosciences, vol. 8, no. 6, pp. 389-404, 1997.
5. T. Gustavsson, K. Althoff, J. Degerman, T. Olsson, A.-C. Thoreson, T. Thorlin, and P Eriksson, "Time-lapse microscopy and image processing for stem cell research modeling cell migration," in Medical Imaging 2003: Image Processing, 2003, vol. 5032, pp. 1-15.
6. C. Wählby, I.-M Sintorn, F. Erlandsson, G. Borgefors, and E. Bengtsson, "Combining intensity, edge, and shape information for 2D and 3D segmentation of cell nuclei in tissue sections," Journal of Microscopy, vol. 215, no. 1, pp. 67-76, 2004.
7. K. Althoff, J. Degerman, and T. Gustavsson, "Combined segmetnation and tracking of neural stem-cells," in Proceedings of the 14th Scandinavian Conference on Image Analysis, 2005.