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Silke Szymczak

Researcher at University of Kiel

Publications -  78
Citations -  6950

Silke Szymczak is an academic researcher from University of Kiel. The author has contributed to research in topics: Genome-wide association study & Medicine. The author has an hindex of 28, co-authored 66 publications receiving 5588 citations. Previous affiliations of Silke Szymczak include National Institutes of Health & Bielefeld University.

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Evaluation of variable selection methods for random forests and omics data sets.

TL;DR: Vita is considerably faster than Boruta and thus more suitable for large data sets, but only Boruta can also be applied in low-dimensional settings, while Vita was the most robust approach under a pure null model without any predictor variables related to the outcome.
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A trans-acting locus regulates an anti-viral expression network and type 1 diabetes risk

TL;DR: The use of integrated genome-wide approaches across seven rat tissues to identify gene networks and the loci underlying their regulation implicate IRF7 network genes and their regulatory locus in the pathogenesis of T1D.