Christian Gieger

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 3

Top Topics

Parallel Implementation

Locally Weighted

Nonlinear Regression

Ensemble Learning

Top Venues

Briefings Bioinform.

PLoS Comput. Biol.

Publications

Siyu Han, Jialing Huang, Francesco Foppiano, Cornelia Prehn, Jerzy Adamski, Karsten Suhre, Ying Li, Giuseppe Matullo, Freimut Schliess, Christian Gieger, Annette Peters, Rui Wang-Sattler
TIGER: technical variation elimination for metabolomics data using ensemble learning architecture. Briefings Bioinform. 23 (2) (2022)
Janine Arloth, Gökcen Eraslan, Till F. M. Andlauer, Jade Martins, Stella Iurato, Brigitte Kühnel, Melanie Waldenberger, Josef Frank, Ralf Gold, Bernhard Hemmer, Felix Luessi, Sandra Nischwitz, Friedemann Paul, Heinz Wiendl, Christian Gieger, Stefanie Heilmann-Heimbach, Tim Kacprowski, Matthias Laudes, Thomas Meitinger, Annette Peters, Rajesh Rawal, Konstantin Strauch, Susanne Lucae, Bertram Müller-Myhsok, Marcella Rietschel, Fabian J. Theis, Elisabeth B. Binder, Nikola S. Müller
DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning. PLoS Comput. Biol. 16 (2) (2020)
Sophie Molnos, Clemens Baumbach, Simone Wahl, Martina Müller-Nurasyid, Konstantin Strauch, Rui Wang-Sattler, Melanie Waldenberger, Thomas Meitinger, Jerzy Adamski, Gabi Kastenmüller, Karsten Suhre, Annette Peters, Harald Grallert, Fabian J. Theis, Christian Gieger
pulver: an R package for parallel ultra-rapid p-value computation for linear regression interaction terms. BMC Bioinform. 18 (1) (2017)
Simone Wahl, Nora Fenske, Sonja Zeilinger, Karsten Suhre, Christian Gieger, Melanie Waldenberger, Harald Grallert, Matthias Schmid
On the potential of models for location and scale for genome-wide DNA methylation data. BMC Bioinform. 15 (2014)
Ann-Kristin Petersen, Jan Krumsiek, Brigitte Wägele, Fabian J. Theis, Heinz-Erich Wichmann, Christian Gieger, Karsten Suhre
On the hypothesis-free testing of metabolite ratios in genome-wide and metabolome-wide association studies. BMC Bioinform. 13 (2012)
Lukas Forer, Sebastian Schönherr, Hansi Weißensteiner, Florian Haider, Thomas Kluckner, Christian Gieger, Heinz-Erich Wichmann, Günther Specht, Florian Kronenberg, Anita Kloss-Brandstätter
CONAN: copy number variation analysis software for genome-wide association studies. BMC Bioinform. 11 (2010)
Pei Hao, Siyuan Zheng, Jie Ping, Kang Tu, Christian Gieger, Rui Wang-Sattler, Yang Zhong, Yixue Li
Human gene expression sensitivity according to large scale meta-analysis. BMC Bioinform. 10 (S-1) (2009)
Christian Gieger, Heinz-Erich Wichmann
Biobanken in der genetisch-epidemiologischen Forschung - Beispiel KORA-gen (Biobanks in Genetic-epidemiological Research such as KORA-gen). it Inf. Technol. 49 (6) (2007)