I am a computational biologist and translational researcher making use of big data to support optimal diagnosis and treatment of human diseases. My research interests include the analysis of high-throughput Omics data forming the basis for network modeling of disease pathophysiology and drug mechanism of action. Ultimate goal is the identification of novel biomarkers, drug targets, as well as optimal treatment options for age-related diseases within the realm of precision medicine.
Habilitation in Bioinformatics, 2019
Medical University Innsbruck
PhD in Microbiology and Genetics, 2005
University of Vienna
MSc in Microbiology and Genetics, 2003
University of Vienna
tidyverse (tidyr - dplyr - readr - stringr - forcats - tibble - purrr) - readxl - widyr - rvest - broom - DT - htmltab - jsonlite - xml2 - mice - reshape2
caret - caretEnsembl - fdrtool - finalfit - glmnet - multtest - NBClust - outliers - randomForest - ranger - survival - survminer
ggplot2 - plotly - gganimate - ggalluvial - alluvial - formattable - cowplot - corrgram - corrplot - circlize - UpSetR - ggridges - waffle - leaflet - ComplexHeatmap - hiver - memery - plotROC
R markdown - flexdashboard - shiny - kableExtra - stargazer
biomaRt - chromoMap - DESeq - DOSE - gCMAP - GEOquery - homologene - KEGGgraph - KEGGREST - limma - pathview - rentrez - sizepower - toppGO