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Daniel J Stekhoven
Daniel J Stekhoven
NEXUS Personalized Health Technologies, ETH Zurich
Verified email at ethz.ch - Homepage
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
44492012
From hype to reality: data science enabling personalized medicine
H Fröhlich, R Balling, N Beerenwinkel, O Kohlbacher, S Kumar, ...
BMC medicine 16, 1-15, 2018
3972018
missForest: Nonparametric missing value imputation using random forest
DJ Stekhoven
Astrophysics Source Code Library, ascl: 1505.011, 2015
3832015
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
2322012
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
1932013
Causal stability ranking
DJ Stekhoven, I Moraes, G Sveinbjörnsson, L Hennig, MH Maathuis, ...
Bioinformatics 28 (21), 2819-2823, 2012
972012
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
922021
Using the missForest package
DJ Stekhoven
R package, 1-11, 2011
782011
Bioinformatics for precision oncology
J Singer, A Irmisch, HJ Ruscheweyh, F Singer, NC Toussaint, ...
Briefings in bioinformatics 20 (3), 778-788, 2019
702019
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
682013
Drug screening and genome editing in human pancreatic cancer organoids identifies drug-gene interactions and candidates for off-label therapy
CK Hirt, TH Booij, L Grob, P Simmler, NC Toussaint, D Keller, D Taube, ...
Cell genomics 2 (2), 2022
452022
Lost in anonymization—a data anonymization reference classification merging legal and technical considerations
KN Vokinger, DJ Stekhoven, M Krauthammer
The Journal of Law, Medicine & Ethics 48 (1), 228-231, 2020
432020
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
422014
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
352014
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
342018
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
342014
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
322014
Package ‘missForest’
DJ Stekhoven, MDJ Stekhoven
R package version 1, 21, 2013
312013
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, 2420-2425, 2019
262019
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, 1-18, 2018
232018
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