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2020 – today
- 2021
[j4]Heike Deutelmoser
, Dominique Scherer, Hermann Brenner, Melanie Waldenberger, Karsten Suhre, Gabi Kastenmüller, Justo Lorenzo Bermejo:
Robust Huber-LASSO for improved prediction of protein, metabolite and gene expression levels relying on individual genotype data. Briefings Bioinform. 22(4) (2021)- 2020
- [j3]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)
2010 – 2019
- 2017
- [j2]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): 429:1-429:8 (2017) - 2014
- [j1]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: 232 (2014)
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