Human embryonic stem cell detection by spatial information and mixture of Gaussians

Proceedings - 2011 1st IEEE International Conference on Healthcare Informatics, Imaging and Systems Biology, HISB 2011

Volumn , Issue , 2011, Pages 307-314

  Guan, Benjamin Xueqi ^a   Bhanu, Bir ^a   Thakoor, Ninad ^a   Talbot, Prudence ^a   Lin, Sabrina ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Apoptosis; Cell Detection; Expectation Maximization Algorithm; Human Embryonic Stem Cell; Mixture of Gaussians; Spatial Information

Indexed keywords

CELL DETECTION; EXPECTATION-MAXIMIZATION ALGORITHMS; HUMAN EMBRYONIC STEM CELLS; MIXTURE OF GAUSSIANS; SPATIAL INFORMATIONS;

ALGORITHMS; CELL DEATH; CELL GROWTH; CHEMICAL DETECTION; HEALTH CARE; INFORMATION SCIENCE; MIXTURES; NEURODEGENERATIVE DISEASES; STEM CELLS;

IMAGE SEGMENTATION;

EID: 81355163924     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HISB.2011.30     Document Type: Conference Paper

References (10)

1. R. Yu, M. Wu, S. Lin, and P. Talbot, "Cigarette Smoke Toxicants Alter Growth and Survival of Cultured Mammalian Cells," Toxicological Sciences, vol. 93, no. 1, pp. 82-95, 2006. (Pubitemid 44288252)
2. Biostation-IM. [Online]. Available: http://www.nikoninstruments.com/ Vyrobky/Cell-Incubator- Observation/BioStation-IM
3. M. Stojkovic, M. Lako, T. Strachan, and A. Murdoch, "Derivation, growth and applications of human embryonic stem cells," Reproduction, vol. 128, no. 3, pp. 259-267, 2004. (Pubitemid 39242702)
4. K. Li, M. Chen, and T. Kanade, "Cell population tracking and lineage construction with spatiotemporal context," in Proceedings of the 10th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2007, pp. 295 - 302.
5. O. Fackler and R. Grosse, "Cell motility through plasma membrane blebbing," J Cell Biol., vol. 181, no. 6, p. 879884, 2008.
6. F. Ambriz-Colin, M. Torres-Cisneros, J. Avina-Cervantes, J. Saavedra-Martinez, O. Debeir, and J. Sanchez-Mondragon, "Detection of biological cells in phase-contrast microscopy images," in Artificial Intelligence, 2006. MICAI '06. Fifth Mexican International Conference on, 2006, pp. 68-77.
7. D. A. Forsyth and J. Ponce, Computer Vision: A Modern Approach. Prentice Hall Professional Technical Reference, 2002.
8. A. P. Dempster, N. M. Laird, and D. B. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Journal of the Royal Statistical Society. Series B (Methodological), vol. 39, no. 1, pp. pp. 1-38, 1977.
9. S. Gopinath, Q. Wen, N. Thakoor, K. Luby-Phelps, and J. X. Gao, "A statistical approach for intensity loss compensation of confocal microscopy images," Journal of Microscopy, vol. 230, no. 1, pp. 143-159, 2008. (Pubitemid 351489998)
10. F. Cloppet and A. Boucher, "Segmentation of complex nucleus configurations in biological images," Pattern Recogn. Lett., vol. 31, pp. 755-761, June 2010.