Daniel Stekhoven

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	All	Since 2017
Citations	3709	3149
h-index	16	16
i10-index	18	18

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Peter BühlmannProfessor of Statistics and Mathematics, ETH ZurichVerified email at stat.math.ethz.ch
Niko BeerenwinkelProfessor of Computational Biology, ETH ZurichVerified email at bsse.ethz.ch
Lars HennigProfessor in Genetics, Swedish Agricultural University, UppsalaVerified email at slu.se
Marloes MaathuisETH ZurichVerified email at stat.math.ethz.ch
Ciurea AdrianVerified email at ciurea.ch
Nora C ToussaintSenior Bioinformatics Scientist, NEXUS, Swiss Federal Institute of Technologies (ETH) ZurichVerified email at nexus.ethz.ch
Ahrens, ChristianGenomics & Bioinformatics, Agroscope and Swiss Institute of BioinformaticsVerified email at agroscope.admin.ch
Ulrich Goldmann (Omasits)Data Scientist at the Research Center for Molecular Medicine, Vienna, AustriaVerified email at cemm.at
Ian SmallARC Centre of Excellence in Plant Energy Biology, The University of Western AustraliaVerified email at uwa.edu.au
Ronan SulpiceLecturer, School of Natural Sciences, NUI Galway, IrelandVerified email at nuigalway.ie
Thomas ThurnherrETH ZurichVerified email at bsse.ethz.ch
M QuebatteBiozentrumVerified email at unibas.ch
Mitch Levesque, PhD.Associate Professor, Faculty of Medicine, University of Zurich Hospital, University of ZurichVerified email at usz.ch
Katja BaerenfallerGroup lead Molecular AllergologyVerified email at siaf.uzh.ch
Katharine A HowellHDR Course Coordinator, Graduate Research, Edith Cowan UniversityVerified email at ecu.edu.au
Hans-Joachim RuscheweyhBioinformatician, D-BIOL, ETH ZurichVerified email at ethz.ch
Christian BeiselHead Genomics Facility Basel, ETH ZurichVerified email at bsse.ethz.ch
Mark D. RobinsonAssociate Professor of Statistical Genomics, University of ZurichVerified email at imls.uzh.ch
Konrad BaslerProfessor of Molecular Biology, University of ZurichVerified email at imls.uzh.ch
Ermir QeliSwiss Reinsurance Company LtdVerified email at swissre.com

Daniel Stekhoven

NEXUS, ETH Zurich, Switzerland

Verified email at nexus.ethz.ch - Homepage

Statistics Machine Learning Computational Biology Genomics Medical Statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
MissForest—non-parametric missing value imputation for mixed-type data DJ Stekhoven, P Bühlmann Bioinformatics 28 (1), 112-118, 2012	2407	2012
missForest: Nonparametric missing value imputation using random forest DJ Stekhoven Astrophysics Source Code Library, ascl: 1505.011, 2015	214	2015
From hype to reality: data science enabling personalized medicine H Fröhlich, R Balling, N Beerenwinkel, O Kohlbacher, S Kumar, ... BMC medicine 16 (1), 1-15, 2018	207	2018
Systems‐based analysis of Arabidopsis leaf growth reveals adaptation to water deficit K Baerenfaller, C Massonnet, S Walsh, S Baginsky, P Bühlmann, ... Molecular systems biology 8 (1), 606, 2012	198	2012
Tumor necrosis factor α inhibition in radiographic and nonradiographic axial spondyloarthritis: results from a large observational cohort A Ciurea, A Scherer, P Exer, J Bernhard, J Dudler, B Beyeler, R Kissling, ... Arthritis & Rheumatism 65 (12), 3096-3106, 2013	159	2013
Causal stability ranking DJ Stekhoven, I Moraes, G Sveinbjörnsson, L Hennig, MH Maathuis, ... Bioinformatics 28 (21), 2819-2823, 2012	81	2012
Directed shotgun proteomics guided by saturated RNA-seq identifies a complete expressed prokaryotic proteome U Omasits, M Quebatte, DJ Stekhoven, C Fortes, B Roschitzki, ... Genome research 23 (11), 1916-1927, 2013	59	2013
Using the missForest package DJ Stekhoven R package, 1-11, 2011	57	2011
Bioinformatics for precision oncology J Singer, A Irmisch, HJ Ruscheweyh, F Singer, NC Toussaint, ... Briefings in Bioinformatics 20 (3), 778-788, 2019	43	2019
Pattern alternating maximization algorithm for missing data in high-dimensional problems. N Städler, DJ Stekhoven, P Bühlmann J. Mach. Learn. Res. 15 (1), 1903-1928, 2014	31	2014
The Tumor Profiler Study: integrated, multi-omic, functional tumor profiling for clinical decision support A Irmisch, X Bonilla, S Chevrier, KV Lehmann, F Singer, NC Toussaint, ... Cancer Cell 39 (3), 288-293, 2021	29	2021
Improved prediction of peptide detectability for targeted proteomics using a rank-based algorithm and organism-specific data E Qeli, U Omasits, S Goetze, DJ Stekhoven, JE Frey, K Basler, ... Journal of proteomics 108, 269-283, 2014	29	2014
Proteome-wide identification of predominant subcellular protein localizations in a bacterial model organism DJ Stekhoven, U Omasits, M Quebatte, C Dehio, CH Ahrens Journal of Proteomics 99, 123-137, 2014	29	2014
NGS-pipe: a flexible, easily extendable and highly configurable framework for NGS analysis J Singer, HJ Ruscheweyh, AL Hofmann, T Thurnherr, F Singer, ... Bioinformatics 34 (1), 107-108, 2018	25	2018
Age at symptom onset in ankylosing spondylitis: is there a gender difference? A Ciurea, A Scherer, U Weber, R Neuenschwander, G Tamborrini, P Exer, ... Annals of the rheumatic diseases 73 (10), 1908-1910, 2014	24	2014
SwissMTB: establishing comprehensive molecular cancer diagnostics in Swiss clinics F Singer, A Irmisch, NC Toussaint, L Grob, J Singer, T Thurnherr, ... BMC medical informatics and decision making 18 (1), 1-18, 2018	18	2018
Genomic variant annotation workflow for clinical applications T Thurnherr, F Singer, DJ Stekhoven, N Beerenwinkel F1000Research 5, 2016	16	2016
Lost in anonymization—A data anonymization reference classification merging legal and technical considerations KN Vokinger, DJ Stekhoven, M Krauthammer Journal of Law, Medicine & Ethics 48 (1), 228-231, 2020	12	2020
Treatment with tumor necrosis factor inhibitors in axial spondyloarthritis: comparison between private rheumatology practices and academic centers in a large observational cohort A Ciurea, U Weber, D Stekhoven, A Scherer, G Tamborrini, J Bernhard, ... The Journal of Rheumatology 42 (1), 101-105, 2015	9	2015
Antimicrobial prophylaxis redosing reduces surgical site infection risk in prolonged duration surgery irrespective of its timing D Bertschi, WP Weber, J Zeindler, D Stekhoven, R Mechera, L Salm, ... World Journal of Surgery 43 (10), 2420-2425, 2019	8	2019

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