Author

Julian de Ruiter

The Netherlands Cancer Institute

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Jeroen de RidderiD· 1 shared Theo KnijnenburgiD· 1 shared

Activity by Year

2017-2017 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Jeroen de RidderORCID

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1 paper

Recent·Most cited

Mining the forest: uncovering biological mechanisms by interpreting Random Forests

Julian de Ruiter, Theo Knijnenburg, Jeroen de Ridder

The paper introduces Foresight, a method to interpret Random Forest models in biological datasets by uncovering feature groups and interactions, demonstrating its application on breast cancer gene expression data.

bioRxiv · Nov 10, 2017 · PreprintBioinformatics