Roman Hornung

On the overestimation of random forest’s out-of-bag error

Silke Janitza, Roman Hornung · PLoS ONE · 2018 · 276 citations · Full text

Computing, Bioinformatics, Data Mining +14

Large-scale benchmark study of survival prediction methods using multi-omics data

Moritz Herrmann, Philipp Probst, Roman Hornung et al. · Briefings in Bioinformatics · 2020 · 115 citations · Full text

Public Health, Biostatistics, Oncology +9

Priority-Lasso: a simple hierarchical approach to the prediction of clinical outcome using multi-omics data

Simon Klau, Vindi Jurinović, Roman Hornung et al. · BMC Bioinformatics · 2018 · 91 citations · Full text

Life Sciences, Bioinformatics, Biostatistics +12

Benchmark study of feature selection strategies for multi-omics data

Yingxia Li, Ulrich Mansmann, Shangming Du et al. · BMC Bioinformatics · 2022 · 82 citations · Full text

Computing, Data Science, Oncology +11

Introduction to statistical simulations in health research

Anne‐Laure Boulesteix, Rolf H. H. Groenwold, Michał Abrahamowicz et al. · BMJ Open · 2020 · 70 citations · Full text

Natural Sciences, Biostatistics, Experimental Design +13