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Image Analysis for Calculation of the Toxicity Degree of Cells in Phase Contrast Microscopy Images
- Source :
- Bildverarbeitung für die Medizin 2011 ISBN: 9783642193347, Bildverarbeitung für die Medizin
- Publication Year :
- 2011
- Publisher :
- Springer Berlin Heidelberg, 2011.
-
Abstract
- Because of the very special type of contrast in phase-contrast images, it is almost impossible to perform fully automated single-cell analysis and quantification successfully. Because fluorescent dyes are highly toxic, phase-contrast images are commonly used to monitor live cells. In this paper, we present a method for the fully automated segmentation, classification and quantification of individual cell morphology in phase-contrast images. We calculate the confluence of the cell population and quantify the degree of toxic damage to each individual cell following phenol incubation. The results are then compared to standard cytotoxicity assays.
- Subjects :
- education.field_of_study
business.industry
media_common.quotation_subject
Phase contrast microscopy
Population
Biology
Cell morphology
law.invention
Fully automated
law
Toxicity
Contrast (vision)
Computer vision
Segmentation
Artificial intelligence
education
Cytotoxicity
business
Biomedical engineering
media_common
Subjects
Details
- ISBN :
- 978-3-642-19334-7
- ISBNs :
- 9783642193347
- Database :
- OpenAIRE
- Journal :
- Bildverarbeitung für die Medizin 2011 ISBN: 9783642193347, Bildverarbeitung für die Medizin
- Accession number :
- edsair.doi...........eb1ac90acdb7d487af15f76735967a84
- Full Text :
- https://doi.org/10.1007/978-3-642-19335-4_29