18 citations · 23 across the 4 of their papers we have counts for
4 papers
BITES: Balanced Individual Treatment Effect for Survival data
Stefan Schrod, Andreas Schäfer, Stefan Solbrig +7
Estimating the effects of interventions on patient outcome is one of the key aspects of personalized medicine. Their inference is often challenged by the fact that the training dat…
Fully integrative data analysis of NMR metabolic fingerprints with comprehensive patient data: a case report based on the German Chronic Kidney Disease (GCKD) study
Helena U. Zacharias, Michael Altenbuchinger, Stefan Solbrig +11
Omics data facilitate the gain of novel insights into the pathophysiology of diseases and, consequently, their diagnosis, treatment, and prevention. To that end, it is necessary to…
Loss-function learning for digital tissue deconvolution
Franziska Görtler, Stefan Solbrig, Tilo Wettig +3
The gene expression profile of a tissue averages the expression profiles of all cells in this tissue. Digital tissue deconvolution (DTD) addresses the following inverse problem: Gi…
Scale-invariant biomarker discovery in urine and plasma metabolite fingerprints
Helena U. Zacharias, Thorsten Rehberg, Sebastian Mehrl +6
Motivation: Metabolomics data is typically scaled to a common reference like a constant volume of body fluid, a constant creatinine level, or a constant area under the spectrum. Su…