Roman Hornung
8PUBLICATIONS
9CO-AUTHORS
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Publications (8)
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|Sep 02, 2024
Does combining numerous data types in multi-omics data improve or hinder performance in survival prediction? Insights from a large-scale benchmark study.Yingxia Li, Tobias Herold, Ulrich Mansmann
|Oct 05, 2022
Benchmark study of feature selection strategies for multi-omics data.Yingxia Li, Ulrich Mansmann, Shangming Du
|Dec 24, 2021
Synergistic Effects of Different Levels of Genomic Data for the Staging of Lung Adenocarcinoma: An Illustrative Study.Yingxia Li, Ulrich Mansmann, Shangming Du
|Nov 01, 2021
Diversity Forests: Using Split Sampling to Enable Innovative Complex Split Procedures in Random Forests.Roman Hornung
|Jun 29, 2019
Block Forests: random forests for blocks of clinical and omics covariate data.Roman Hornung, Marvin N Wright
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Frequent Collaborators
2 joint publications
Tobias Herold
2 joint publications
Silke Janitza
2 joint publications
Shangming Du
2 joint publications
Yingxia Li
2 joint publications
Ulrich Mansmann
1 joint publications
Sylvain Mareschal
1 joint publications
Anne-Laure Boulesteix
1 joint publications
Philipp Probst
1 joint publications
Alexander Hapfelmeier
