Publications of Claudia Grellmann

Grellmann, C.; Neumann, J.; Bitzer, S.; Kovacs, P.; Tönjes, A.; Westlye, L. T.; Andreassen, O. A.; Stumvoll, M.; Villringer, A.; Horstmann, A.: Random projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach. Frontiers in Genetics 7, 102 (2016)

Grellmann, C.; Bitzer, S.; Neumann, J.; Westlye, L.; Andreassen, O.; Villringer, A.; Horstmann, A.: Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. NeuroImage 107, pp. 289 - 310 (2015)

Ashbrook, D. G.; Delprato, A.; Grellmann, C.; Klein, M.; Wetzel, R.; Overall, R. W.; Badea, A.: 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, 418 (2014)

Dietrich, A.; Federbusch, M.; Grellmann, C.; Villringer, A.; Horstmann, A.: Body weight status, eating behavior, sensitivity to reward/punishment, and gender: Relationships and interdependencies. Frontiers in Psychology 5, 1073 (2014)

Dietrich, A.; Federbusch, M.; Grellmann, C.; Villringer, A.; Horstmann, A.: Body weight status, eating behavior, sensitivity to reward/punishment, and gender: relationships and interdependencies. 30th Annual Meeting of the German Society for Obesity, Leipzig, Germany (2014)

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. 30. Jahrestagung der Deutschen Adipositas Gesellschaft, Leipzig, Germany (2014)

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. 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Hamburg, Germany (2014)

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. 29th Annual Meeting of the German Society for Obesity, Hannover, Germany (2013)

Grellmann, C.: Combining brain imaging and genetic data using fast and efficient multivariate correlation analysis. Dissertation, XVII, 167 pp., The Faculty of Mathematics and Computer Science, University of Leipzig, Germany (2017)