Roman Hornung

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Acute Myeloid Leukemia

Cross Sectional

Top Venues

BMC bioinformatics

Biometrical journal. Biometrische Zeitschrift

SN computer science

Scientific reports

This page only lists publications with an associated author ORCID identifier.

Publications

Yingxia Li, Tobias Herold, Ulrich Robert Mansmann, Roman Hornung
Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study. BMC medical informatics and decision making 24 (1) (2024)
Yingxia Li, Ulrich Robert Mansmann, Shangming Du, Roman Hornung
Benchmark study of feature selection strategies for multi-omics data. BMC bioinformatics 23 (1) (2022)
Roman Hornung
Diversity Forests: Using Split Sampling to Enable Innovative Complex Split Procedures in Random Forests. SN computer science 3 (1) (2021)
Yingxia Li, Ulrich Mansmann, Shangming Du, Roman Hornung
Synergistic Effects of Different Levels of Genomic Data for the Staging of Lung Adenocarcinoma: An Illustrative Study. Genes 12 (12) (2021)
Roman Hornung, Marvin N Wright
Block Forests: random forests for blocks of clinical and omics covariate data. BMC bioinformatics 20 (1) (2019)
Anne-Laure Boulesteix, Silke Janitza, Roman Hornung, Philipp Probst, Hannah Busen, Alexander Hapfelmeier
Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations. Biometrical journal. Biometrische Zeitschrift 61 (5) (2018)
Roman Hornung, Vindi Jurinovic, Aarif M N Batcha, Stefanos A Bamopoulos, Maja Rothenberg-Thurley, Susanne Amler, Maria Cristina Sauerland, Wolfgang E Berdel, Bernhard J Wörmann, Stefan K Bohlander, Jan Braess, Wolfgang Hiddemann, Sören Lehmann, Sylvain Mareschal, Karsten Spiekermann, Klaus H Metzeler, Tobias Herold, Anne-Laure Boulesteix
Mediation analysis reveals common mechanisms of RUNX1 point mutations and RUNX1/RUNX1T1 fusions influencing survival of patients with acute myeloid leukemia. Scientific reports 8 (1) (2018)
Silke Janitza, Roman Hornung
On the overestimation of random forest's out-of-bag error. PloS one 13 (8) (2018)