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Department: Center for Medical Biotechnology, Department of Bioinformatics
Address: Universitaetsstr. 1-5, 45117 Essen, Germany
Room: S03 S03 A41
Phone: +49 201 183-3975
Fax: +49 201 183-3437
E-mail: dominik.heider@uni-due.de
Bioinformatics research group
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Short biography:
Postdoctoral research associate, Center for Medical Biotechnology, Department of Bioinformatics, University of Duisburg-Essen, Germany (Nov. 2008 - present)
Visiting lecturer, Department of Experimental Tumorbiology, University of Münster, Germany (Apr. 2009 - present)
Visiting lecturer, Department of Electrical and Electronic Engineering, Universitá di Cagliari, Italy (Sep. 2009)
Adjunct professor, Institute of Computer Science, University of Münster, Germany (Oct. 2008 - Mar. 2009)
Research assistant, Institute of Computer Science, University of Münster, Germany (Apr. 2008 - Sep. 2008)
Research assistant, Faculty of Biology, University of Münster, Germany (Oct. 2007 - Mar. 2008)
Research assistant, Institute of Computer Science, University of Münster, Germany (Oct. 2006 - Sep. 2007)
Projects:
DNA-Crypt
GTPasePred
JACVANN
Publications:
- Heider D., Hauke S., Pyka M., Kessler D.: Insights into the classification of small GTPases, Advances and Applications in Bioinformatics and Chemistry 2010, in press
- Heider D., Verheyen J., Hoffmann D.: Predicting Bevirimat resistance of HIV-1 from genotype, BMC Bioinformatics 2010, 11:37
- Pyka M., Hertog M., Fernandez R., Hauke S., Heider D., Dannlowski U. and Konrad C.: fMRI data visualization with BrainBlend and Blender, Neuroinformatics 2009, in press
- Dybowski J. N., Heider D., Hoffmann D.: Genotypic Prediction of HIV-1 Coreceptor Usage and Application to Deep Sequencing, RIBS Forum, Essen, Germany, no pp. given
- Pyka M., Beckmann C. F., Schöning S., Hauke S., Heider D., Kugel H., Arolt V., Konrad C.: Impact of working memory load on fMRI resting state pattern in subsequent resting phase, PLoS ONE 2009, 4(9): e7198
- Heider D., Appelmann J., Bayro T., Dreckmann W., Held A., Winkler J., Barnekow A., Borschbach M.: A computational approach for the identification of small GTPases based on preprocessed amino acid sequences, Technology in Cancer Research and Treatment 2009, 8(5):333-342
- Pyka M., Hauke S., Heider D., Dannlowski U., Konrad C.: Modelling effective connectivity in fMRI data with artificial neural networks, Frontiers in Neuroinformatics, 2nd INCF Congress of Neuroinformatics 2009, Pilsen, Czech Republic, no pp. given
- Heider D., Pyka M., Barnekow A.: DNA watermarks in non-coding regulatory sequences, BMC Research Notes 2009, 2:125
- Hauke S., Pyka M., Heider D., M. Borschbach: A reputation-based trust framework leveraging the dynamics of complex socio-economic networks for information dissemination, Communications of SIWN, Vol. 7, May 2009, pp. 53-58
- Borschbach M., Hauke S., Pyka M., Heider D.: Opportunities and limitations of a principal component analysis optimized machine learning approach for the identification and classification of cancer involved proteins, Communications of SIWN, Vol. 6, April 2009, pp. 85-89
- Borschbach M., Hauke S., Pyka M., Heider D.: A preprocessing scheme to reduce the computational complexity of prediction, identification and classification of cancer involved proteins based on machine learning, 17th International Conference on Computing (CIC 2008), Mexico City, Mexico, no pp. given
- Heider D., Kessler D., Barnekow A.: Watermarking sexually reproducing diploid organisms, Bioinformatics 2008, 24(17):1961-1962
- Heider D., Barnekow A.: DNA watermarks: A proof of concept, BMC Molecular Biology 2008, 9:40
- Heider D.: A genetic algorithm for producing analogous proteins, Proceedings of the 1st Interdisciplinary Conference on Applied Soft-Computing (ICASC 2008), Muenster, Germany, no pp. given
- Heider D., Barnekow A.: DNA watermarks and sexual transmission, Europ. J. Cell Biol. 2008, 87S1, 58
- Heider D., Barnekow A.: DNA watermarks in living organisms, Proceedings of the GBM Fall Meeting 2007, Hamburg, Germany, no pp. given
[DOI:10.1240/sav_gbm_2007_h_001932]
- Heider D., Barnekow A.: DNA-based watermarks using the DNA-Crypt algorithm, BMC Bioinformatics 2007, 8:176
- Braeuning R., Heider D., Jabs S., Kegel P.: YaLiS - Yet another Life Simulation, Technical Report 2006, Institute of Computer Science, University of Muenster, Germany
Teaching (since 2006):
Summer term 2010
Seminar: "Maschinelles Lernen in der biomedizinischen Forschung"
Seminar: "Molekularbiologie für Informatiker" (University of Münster)
Winter term 2009/2010
Practical: "Datamining in Biomedicine"
Seminar: "Molekularbiologie für Informatiker" (University of Münster)
Summer term 2009
Seminar: "Intelligente Systeme"
Lecture: "Machine learning in Biology" (Universitá di Cagliari)
Seminar: "Molekularbiologie für Informatiker" (University of Münster)
Winter term 2008/2009
Practical: "Mathematische Modelle in der Biologie"
Lecture: "Vorkurs Informatik" (University of Münster)
Summer term 2008
Seminar: "Soft-Computing in systembiologischer Anwendung" (University of Münster)
Seminar: "SoftComputing AG" (University of Münster)
Practical: "Struktur und Interpretation von Programmiersprachen" (University of Münster)
Winter term 2007/2008
Lecture: "IT-Skills für Biologen" (University of Münster)
Seminar: "Neuronale Netze zur Identifizierung kleiner GTPasen" (University of Münster)
Practical: "Einführung in die Molekulargenetik" (University of Münster)
Summer term 2007
Practical: "Informatik 2 - Datenstrukturen und Algorithmen" (University of Münster)
Seminar: "Biologische Metaphern in der Informatik" (University of Münster)
Winter term 2006/2007
Practical: "Informatik 1 - Grundlagen der Programmierung" (University of Münster)
Practical: "Einführung in die Molekulargenetik" (University of Münster)
Summer term 2006
Practical: "Informatik 4 - Rechnerstrukturen" (University of Münster)
Collaborators:
Martin Pyka, Department of Psychiatry, Philipps-University Marburg
Sascha Hauke, Institute of Computer Science, University of Münster
Jens Verheyen, Institute of Virology, University of Cologne
Giuliano Armano, Department of Electrical and Electronic Engineering, University of Cagliari
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