Search results

Journal Article (4)

2016
Journal Article
Grellmann, C., Neumann, J., Bitzer, S., Kovacs, P., Tönjes, A., Westlye, L. T., … Horstmann, A. (2016). Random projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach. Frontiers in Genetics, 7. doi:10.3389/fgene.2016.00102
2015
Journal Article
Grellmann, C., Bitzer, S., Neumann, J., Westlye, L., Andreassen, O., Villringer, A., & Horstmann, A. (2015). Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. NeuroImage, 107, 289–310.
2014
Journal Article
Ashbrook, D. G., Delprato, A., Grellmann, C., Klein, M., Wetzel, R., Overall, R. W., & Badea, A. (2014). Transcript co-variance with Nestin in two mouse genetic reference populations identifies Lef1 as a novel candidate regulator of neural precursor cell proliferation in the adult hippocampus. Frontiers in Neuroscience, 8. doi:10.3389/fnins.2014.00418
Journal Article
Dietrich, A., Federbusch, M., Grellmann, C., Villringer, A., & Horstmann, A. (2014). Body weight status, eating behavior, sensitivity to reward/punishment, and gender: Relationships and interdependencies. Frontiers in Psychology, 5. doi:10.3389/fpsyg.2014.01073

Poster (4)

2014
Poster
Dietrich, A., Federbusch, M., Grellmann, C., Villringer, A., & Horstmann, A. Body weight status, eating behavior, sensitivity to reward/punishment, and gender: relationships and interdependencies. Poster presented at the 30th Annual Meeting of the German Society for Obesity, Leipzig, Germany. Retrieved from http://hdl.handle.net/11858/00-001M-0000-002B-600B-E
Poster
Grellmann, C., Neumann, J., Bitzer, S., Kovacs, P., Toennjes, A., Villringer, A., & Horstmann, A. Random projection for efficient dimensionality reduction in obesity-related genotype-phenotype association studies. Poster presented at the 30. Jahrestagung der Deutschen Adipositas Gesellschaft, Leipzig, Germany. Retrieved from http://hdl.handle.net/11858/00-001M-0000-002B-6102-9
Poster
Grellmann, C., Neumann, J., Bitzer, S., Stumvoll, M., Villringer, A., & Horstmann, A. Comparison between variants of canonical correlation analysis and artial least squares for combined analysis of MRI and genetic data. Poster presented at the 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Hamburg, Germany. Retrieved from http://hdl.handle.net/11858/00-001M-0000-002B-6105-3
2013
Poster
Grellmann, C., Neumann, J., Bitzer, S., Stumvoll, M., Villringer, A., & Horstmann, A. Combining MRI and genetic data to understand the brain’s role in the development of obesity. Poster presented at the 29th Annual Meeting of the German Society for Obesity, Hannover, Germany. Retrieved from http://hdl.handle.net/11858/00-001M-0000-0014-6195-D

Thesis - PhD (1)

2017
Thesis - PhD
Grellmann, C. (2017). Combining brain imaging and genetic data using fast and efficient multivariate correlation analysis (PhD Thesis). The Faculty of Mathematics and Computer Science, University of Leipzig, Germany. Retrieved from http://hdl.handle.net/21.11116/0000-0004-C0A2-B
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