TICAL - a web-tool for multivariate image clustering and data topology preserving visualization
Langenkämper D, Kölling J, Abouna S, Khan M, Niehaus K, Nattkemper TW (2011)
Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
Konferenzbeitrag
| Veröffentlicht | Englisch
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Autor*in
Langenkämper, DanielUniBi 
;
Kölling, JanUniBi ;
Abouna, Sylvie;
Khan, Michael;
Niehaus, KarstenUniBi;
Nattkemper, Tim WilhelmUniBi
;
Kölling, JanUniBi ;
Abouna, Sylvie;
Khan, Michael;
Niehaus, KarstenUniBi;
Nattkemper, Tim WilhelmUniBi Einrichtung
Centrum für Biotechnologie > Institut für Bioinformatik
Centrum für Biotechnologie > Arbeitsgruppe K. Niehaus
Technische Fakultät > AG Biodata Mining
Centrum für Biotechnologie > Arbeitsgruppe T. Nattkemper
Center of Excellence - Cognitive Interaction Technology CITEC
Centrum für Biotechnologie > Graduate Center > Graduate Cluster Industrial Biotechnology
Centrum für Biotechnologie > Arbeitsgruppe K. Niehaus
Technische Fakultät > AG Biodata Mining
Centrum für Biotechnologie > Arbeitsgruppe T. Nattkemper
Center of Excellence - Cognitive Interaction Technology CITEC
Centrum für Biotechnologie > Graduate Center > Graduate Cluster Industrial Biotechnology
Abstract / Bemerkung
In life science research bioimaging is often used to study two kinds of features in a sample simultaneously: morphology and co-location of molecular components. While
bioimaging technology is rapidly proposing and improving new multidimensional imaging platforms, bioimage informatics has to keep pace in order to develop algorithmic approaches to support biology experts in the complex task of data analysis. One particular problem is the availability and applicability of sophisticated image analysis algorithms via the web so different users can apply the same algorithms to their data (sometimes even to the same data to get the same results) and independently
from her/his whereabouts and from the technical features of
her/his computer. In this paper we describe TICAL, a visual
data mining approach to multivariate microscopy analysis which can be applied fully through the web.We describe the algorithmic approach, the software concept and present results obtained for different example images.
Stichworte
fluorescence microscopy;
high-content screening;
MALDI imaging;
multi-tag imaging;
MELC;
TIS;
visual datamining;
visualization;
machine learning;
clustering;
dimensional reduction;
multivariate bioimage analysis;
bioimage informatics
Erscheinungsjahr
2011
Konferenz
Microscopic Image Analysis with Applications in Biology (MIAAB)
Konferenzort
Heidelberg, Germany
Konferenzdatum
2011-09-02 – 2011-09-02
Page URI
https://pub.uni-bielefeld.de/record/2323705
Zitieren
Langenkämper D, Kölling J, Abouna S, Khan M, Niehaus K, Nattkemper TW. TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
Langenkämper, D., Kölling, J., Abouna, S., Khan, M., Niehaus, K., & Nattkemper, T. W. (2011). TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
Langenkämper, Daniel, Kölling, Jan, Abouna, Sylvie, Khan, Michael, Niehaus, Karsten, and Nattkemper, Tim Wilhelm. 2011. “TICAL - a web-tool for multivariate image clustering and data topology preserving visualization”. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany .
Langenkämper, D., Kölling, J., Abouna, S., Khan, M., Niehaus, K., and Nattkemper, T. W. (2011).“TICAL - a web-tool for multivariate image clustering and data topology preserving visualization”. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
Langenkämper, D., et al., 2011. TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
D. Langenkämper, et al., “TICAL - a web-tool for multivariate image clustering and data topology preserving visualization”, Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany, 2011.
Langenkämper, D., Kölling, J., Abouna, S., Khan, M., Niehaus, K., Nattkemper, T.W.: TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany (2011).
Langenkämper, Daniel, Kölling, Jan, Abouna, Sylvie, Khan, Michael, Niehaus, Karsten, and Nattkemper, Tim Wilhelm. “TICAL - a web-tool for multivariate image clustering and data topology preserving visualization”. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany, 2011.
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