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Systematic Analysis of Jurkat T-Cell Deformation in Fluorescence Microscopy Data
- Source :
- Informatik aktuell ISBN: 9783662543443, Bildverarbeitung für die Medizin
- Publication Year :
- 2017
- Publisher :
- Springer Berlin Heidelberg, 2017.
-
Abstract
- In the adaptive immune system, Calcium (Ca2+) is acting as a fundamental on-switch. Fluorescence microscopy is used to study the underlying mechanisms. However, living cells introduce motion and for the analysis of (sub-)cellular Ca2+ activity a precise motion analysis is necessary. We present an image based workflow to detect and analyze cell motion. We evaluate our approach on Jurkat T-cells using cell motion as observed from actual time series of cell images. Results indicate, that our method is able to detect deformation with an error of 0.2222 ± 0.086μm which is in the range of the image resolution, showing that accurate cell deformation detection is possible and feasible.
Details
- ISBN :
- 978-3-662-54344-3
- ISBNs :
- 9783662543443
- Database :
- OpenAIRE
- Journal :
- Informatik aktuell ISBN: 9783662543443, Bildverarbeitung für die Medizin
- Accession number :
- edsair.doi...........5591dbb20fa8506e2785fb127a3722c0
- Full Text :
- https://doi.org/10.1007/978-3-662-54345-0_63