Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network

Tscherepanow M, Kummert F (2007)
In: Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Horsch A, Deserno TM, Handels H, Meinzer H-P, Tolxdorff T (Eds);Berlin: Springer: 11-15.

Conference Paper | Published | English

No fulltext has been uploaded

Editor
Horsch, A. ; Deserno, T. M. ; Handels, H. ; Meinzer, H.-P. ; Tolxdorff, T.
Abstract
The subcellular localisation of proteins in living cells is a crucial means for the determination of their function. We propose an approach to realise such a protein localisation based on microscope images. In order to reach this goal, appropriate features are selected. Then, the initial feature set is optimised by a genetic algorithm. The actual classification of possible protein localisations is accomplished by an incremental neural network which not only achieves a very high accuracy, but enables on-line learning, as well.
Publishing Year
Conference
Bildverarbeitung für die Medizin (BVM)
Location
München
PUB-ID

Cite this

Tscherepanow M, Kummert F. Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network. In: Horsch A, Deserno TM, Handels H, Meinzer H-P, Tolxdorff T, eds. Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Berlin: Springer; 2007: 11-15.
Tscherepanow, M., & Kummert, F. (2007). Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network. In A. Horsch, T. M. Deserno, H. Handels, H. - P. Meinzer, & T. Tolxdorff (Eds.), Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM) (pp. 11-15). Berlin: Springer.
Tscherepanow, M., and Kummert, F. (2007). “Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network” in Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM), ed. A. Horsch, T. M. Deserno, H. Handels, H. - P. Meinzer, and T. Tolxdorff (Berlin: Springer), 11-15.
Tscherepanow, M., & Kummert, F., 2007. Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network. In A. Horsch, et al., eds. Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Berlin: Springer, pp. 11-15.
M. Tscherepanow and F. Kummert, “Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network”, Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM), A. Horsch, et al., eds., Berlin: Springer, 2007, pp.11-15.
Tscherepanow, M., Kummert, F.: Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network. In: Horsch, A., Deserno, T.M., Handels, H., Meinzer, H.-P., and Tolxdorff, T. (eds.) Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). p. 11-15. Springer, Berlin (2007).
Tscherepanow, Marko, and Kummert, Franz. “Subcellular Localisation of Proteins in Living Cells Using a Genetic Algorithm and an Incremental Neural Network”. Proceedings of the Workshop 'Bildverarbeitung für die Medizin' (BVM). Ed. A. Horsch, T. M. Deserno, H. Handels, H.-P. Meinzer, and T. Tolxdorff. Berlin: Springer, 2007. 11-15.
This data publication is cited in the following publications:
This publication cites the following data publications:

Export

0 Marked Publications

Open Data PUB

Search this title in

Google Scholar