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List of works by Roman Hornung

Block Forests: random forests for blocks of clinical and omics covariate data

scientific article published on 27 June 2019

Interaction forests: Identifying and exploiting interpretable quantitative and qualitative interaction effects

scientific article published in 2022

Making complex prediction rules applicable for readers: Current practice in random forest literature and recommendations

scientific article published on 01 August 2018

Mediation analysis reveals common mechanisms of RUNX1 point mutations and RUNX1/RUNX1T1 fusions influencing survival of patients with acute myeloid leukemia

scientific article published on 26 July 2018

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

scientific article published in PLoS ONE

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