Daniel J. Stekhoven

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 6

Top Topics

Computational Intelligence Methods

Gene Expression

Medical Informatics

Top Venues

BMC Medical Informatics Decis. Mak.

Briefings Bioinform.

Publications

Linda Grob, Anne Bertolini, Matteo Carrara, Ulrike Lischetti, Aizhan Tastanova, Christian Beisel, Mitchell P. Levesque, Daniel J. Stekhoven, Franziska Singer
gExcite: a start-to-end framework for single-cell gene expression, hashing, and antibody analysis. Bioinform. 39 (5) (2023)
Anne Bertolini, Michael Prummer, Mustafa Anil Tuncel, Ulrike Menzel, María Lourdes Rosano-González, Jack Kuipers, Daniel J. Stekhoven, Tumor Profiler consortium, Niko Beerenwinkel, Franziska Singer
scAmpi - A versatile pipeline for single-cell RNA-seq analysis from basics to clinics. PLoS Comput. Biol. 18 (6) (2022)
Déborah Caucheteur, Julien Gobeill, Anaïs Mottaz, Emilie Pasche, Pierre-André Michel, Luc Mottin, Daniel J. Stekhoven, Valérie Barbié, Patrick Ruch
Text-Mining Services of the Swiss Variant Interpretation Platform for Oncology. MIE (2020)
Jochen Singer, Anja Irmisch, Hans-Joachim Ruscheweyh, Franziska Singer, Nora C. Toussaint, Mitchell P. Levesque, Daniel J. Stekhoven, Niko Beerenwinkel
Bioinformatics for precision oncology. Briefings Bioinform. 20 (3) (2019)
Jochen Singer, Hans-Joachim Ruscheweyh, Ariane L. Hofmann, Thomas Thurnherr, Franziska Singer, Nora C. Toussaint, Charlotte K. Y. Ng, Salvatore Piscuoglio, Christian Beisel, Gerhard Christofori, Reinhard Dummer, Michael N. Hall, Wilhelm Krek, Mitchell P. Levesque, Markus G. Manz, Holger Moch, Andreas Papassotiropoulos, Daniel J. Stekhoven, Peter Wild, Thomas Wüst, Bernd Rinn, Niko Beerenwinkel
NGS-pipe: a flexible, easily extendable and highly configurable framework for NGS analysis. Bioinform. 34 (1) (2018)
Franziska Singer, Anja Irmisch, Nora C. Toussaint, Linda Grob, Jochen Singer, Thomas Thurnherr, Niko Beerenwinkel, Mitchell P. Levesque, Reinhard Dummer, Luca Quagliata, Sacha I. Rothschild, Andreas Wicki, Christian Beisel, Daniel J. Stekhoven
SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
Nicolas Städler, Daniel J. Stekhoven, Peter Bühlmann
Pattern alternating maximization algorithm for missing data in high-dimensional problems. J. Mach. Learn. Res. 15 (1) (2014)
Daniel J. Stekhoven, Peter Bühlmann
MissForest - non-parametric missing value imputation for mixed-type data. Bioinform. 28 (1) (2012)
Daniel J. Stekhoven, Izabel Moraes, Gardar Sveinbjörnsson, Lars Hennig, Marloes H. Maathuis, Peter Bühlmann
Causal stability ranking. Bioinform. 28 (21) (2012)