Haematopoietic cell clusters quantification using image analysis

Biomedical Signal Processing and Control

Volumn 1, Issue 4, 2006, Pages 282-288

  Benzinou, A ^a   Hojeij, Y ^a   Sibiril, Y ^b   Roudot, A C ^b  

^a Departement Signal Communications   (France)

^b UNIVERSITÉ DE BRETAGNE OCCIDENTALE   (France)

Author keywords

Cell classification; Clustering; Haematopoiesis; Support vector machine; SVM

Indexed keywords

ALGORITHM; ARTICLE; AUTOMATION; CELL AGGREGATION; CLUSTER ANALYSIS; COMPUTER PROGRAM; CONTROLLED STUDY; DATA BASE; GEOMETRY; HEMATOPOIETIC STEM CELL; HUMAN; HUMAN CELL; HUMAN CELL CULTURE; IMAGE ANALYSIS; MACHINE LEARNING; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; REPRODUCIBILITY; TOXICOLOGY;

EID: 33847014915     PISSN: 17468094     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.bspc.2006.12.004     Document Type: Article

References (14)

1. Metcalf D. The basic biology of haemopoiesis. In: Metcalf D. (Ed). The Haemopoietic Colony Stimulating Factors (1984), Elsevier, Amsterdam 1-26
2. Benestad H.B., Sorensen T., Iranpour K.M., Liestol K., Yogesan K., Strom-Gundersen I., Wang X., and Lovhaug D. Digital image analysis of hematopoietic colonies in vitro. Exp. Hematol. 26 (1998) 936-941
3. Hoekstra S.J., Tarka D.K., Kringle R.O., and Hincks J.R. Development of an automated bone marrow colony system. In Vitro Mol. Toxicol. 11 (1998) 207-213
4. Jean F., Roudot A.C., and Parent-Massin D. An automatic method for the evaluation of xenobiotic toxicity on haematopoietic progenitors. Comput. Meth. Prog. Biomed. 63 (2000) 1-8
5. Froquet R., Sibiril Y., and Parent-Massin D. Improvement of megakaryocytic progenitor culture for toxicological investigations. Toxicol. In Vitro 15 (2001) 691-699
6. Delorme A. Psychologie de la perception (1982), Vigot, Montréal
7. Pun T. A new method for gray-level picture thresholding using the entropy of the histogram. Signal Process. 2 (1980) 223-237
8. Benzinou A., Hojeij Y., and Roudot A.C. Digital image analysis of haematopoietic clusters. Comput. Meth. Programs Biomed. 77 (2005) 121-127
9. Y. Hojeij, A. Benzinou, A.C. Roudot, Y. Sibiril. Optimisation des tests clonogéniques appliqués à la toxicologie par comptage des colonies par analyse d'images. Congrès Société Française de Toxicologie, Allergies et Toxiques 2005/10/13-14, Brest, France.
10. O. Cuisenaire. Distance Transformations: Fast Algorithms and Applications to Medical Image Processing. Ph D. Thesis. Université Catholique de Louvain, Belgium, 10/1999.
11. Vapnik V. The Nature of Statistical Learning Theory (1995), Springer-Verlag, New York
12. Benzinou A., Hojeij Y., and Roudot A.-C. Automatic cellular aggregates quantification for toxicology using statistical learning. Second IEEE International Conference on Information and Communication Technologies: From Theory to Applications (ICTTA'06). 2006/04/24-28, Damas, Syria (2006)
13. R Development Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2005. http://www.R-project.org
14. Spider for Matlab: The Sixth Release of the Spider Machine Learning Library, 2005. http://www.kyb.tuebingen.mpg.de/bs/people/spider