MissForest—non-parametric missing value imputation for mixed-type data DJ Stekhoven, P Bühlmann Bioinformatics 28 (1), 112-118, 2012 | 4962 | 2012 |
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 | 438 | 2018 |
missForest: Nonparametric missing value imputation using random forest DJ Stekhoven Astrophysics Source Code Library, ascl: 1505.011, 2015 | 398 | 2015 |
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 | 244 | 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 | 201 | 2013 |
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 | 110 | 2021 |
Causal stability ranking DJ Stekhoven, I Moraes, G Sveinbjörnsson, L Hennig, MH Maathuis, ... Bioinformatics 28 (21), 2819-2823, 2012 | 102 | 2012 |
Using the missForest package DJ Stekhoven R package, 1-11, 2011 | 83 | 2011 |
Bioinformatics for precision oncology J Singer, A Irmisch, HJ Ruscheweyh, F Singer, NC Toussaint, ... Briefings in bioinformatics 20 (3), 778-788, 2019 | 73 | 2019 |
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 | 70 | 2013 |
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 | 61 | 2022 |
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 | 48 | 2020 |
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 | 44 | 2014 |
Package ‘missForest’ DJ Stekhoven, MDJ Stekhoven R package version 1, 21, 2013 | 39 | 2013 |
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 | 37 | 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 | 35 | 2018 |
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 | 35 | 2014 |
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 | 34 | 2014 |
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 | 30 | 2019 |
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 | 23 | 2018 |