Reagent-free automatic cell viability determination using neural networks based machine vision and dark-field microscopy in Saccharomyces cerevisiae

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 7 VOLS, Issue , 2005, Pages 6305-6308

  Wei, Ning ^a   Flaschel, Erwin ^a   Saalbach, Axel ^a   Twellmann, Thorsten ^a   Nattkemper, Tim W ^a  

^a BIELEFELD UNIVERSITY   (Germany)

Author keywords

Dark field; Machine vision; Neural networks; PCA; Reagent free; SVM; Time lapse image; Viability; Yeast

Indexed keywords

COMPUTER VISION; DECISION SUPPORT SYSTEMS; IMAGE ANALYSIS; MICROSCOPIC EXAMINATION; NEURAL NETWORKS; REAL TIME SYSTEMS;

DARK-FIELD MICROSCOPY; REAL-TIME MONITORING; SACCHAROMYCES CEREVISIAE; SUPPORT VECTOR MACHINE (SVM) CLASSIFIERS; TIME LAPSE IMAGES;

CELL CULTURE;

EID: 33846922109     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2005.1615939     Document Type: Conference Paper

References (11)

1. M. Land, L. Anderson, et al., Am. Soc. Brew. Chem., 2001, 59, 232-33
2. K. Smart, Brewers Guardian, 2001, 130, 24-28
3. MD Sass, CJ Caruso, DR Axelrod, J. Lab. Clin. Med., 1969, 73, 744-52
4. KA Smart, KM Chambers, et al., Am. Soc. Brew. Chem., 1999, 57, 18-23
5. SA Altman, L. Randers and G. Rao, Biotechnol. Prog., 1993, 9, 671-4
6. D. McLean, J. Holcomb, et al., Technical Report, 2001, 2, 1-5
7. Oh KB, H. Matsuoka, Int. J. Food. Microbiol., 2002, 76, 47-53
8. C. Bittner, G. Wehnert and T. Scheper, Biotechnology and Bioengineering, 1998, 60, 24-35
9. Jo Schilling, Bioworld, 2004, 1, 8-9.
10. T. W. Nattkemper, H. Ritter, W. Schubert, IEEE Trans. on Inf. Techn. in Biomed., 2001, 5, 138-149.
11. T. W. Nattkemper, T. Twellmann, W. Schubert, H. Ritter, Computers in Biology and Medicine, 2003, 33, 31-43.