Olaf Wolkenhauer

Research interests

Publications

• The Atlas of Inflammation Resolution (AIR)

  Molecular Aspects of Medicine · 2020 · https://doi.org/10.1016/j.mam.2020.100894

• LoRAS: an oversampling approach for imbalanced datasets

  Machine Learning · 2020 · 10.1007/s10994-020-05913-4

• COVID-19 Disease Map, building a computational repository of SARS-CoV-2 virus-host interaction mechanisms

  Scientific Data · 2020 · https://doi.org/10.1038/s41597-020-0477-8

• Objective assessment of stored blood quality by deep learning

  Proceedings of the National Academy of Sciences · 2020 · 10.1073/pnas.2001227117

• Label‐Free Identification of White Blood Cells Using Machine Learning

  Cytometry Part A · 2019 · 10.1002/cyto.a.23794

• A systematic survey of centrality measures for protein-protein interaction networks

  BMC Systems Biology · 2018 · 10.1186/s12918-018-0598-2

• Diagnostic Potential of Imaging Flow Cytometry

  Trends in biotechnology · 2018 · https://doi.org/10.1016/j.tibtech.2017.12.008

• Unraveling a tumor type-specific regulatory core underlying E2F1-mediated epithelial-mesenchymal transition to predict receptor protein signatures

  Nature Communications · 2017 · https://doi.org/10.1038/s41467-017-00268-2

• Evolution of Centrality Measurements for the Detection of Essential Proteins in Biological Networks

  Frontiers in Physiology · 2016 · 10.3389/fphys.2016.00375

• Understanding microRNA-mediated gene regulatory networks through mathematical modelling

  Nucleic Acids Research · 2016 · 10.1093/nar/gkw550

• Do simple models lead to generality in ecology?

  Trends in Ecology & Evolution · 2013 · https://doi.org/10.1016/j.tree.2013.05.022

• Mathematical Theory of Communication

  Journal · 2013 · https://doi.org/10.1007/978-1-4419-9863-7_100015

• Distribution-Free Tests

  · 2013 · 10.1007/978-1-4419-9863-7_100386

• Knowledge Organization

  Journal · 2013 · https://doi.org/10.1007/978-1-4419-9863-7_100744

• Minimum Information About a Simulation Experiment (MIASE)

  PLoS Computational Biology · 2011 · 10.1371/journal.pcbi.1001122

• Systems medicine and integrated care to combat chronic noncommunicable diseases

  Genome Medicine · 2011 · 10.1186/gm259

• Feedback dynamics and cell function: Why systems biology is called Systems Biology

  Molecular BioSystems · 2005 · 10.1039/b502088n

• Modeling and Simulation of Intracellular Dynamics: Choosing an Appropriate Framework

  IEEE Transactions on NanoBioscience · 2004 · https://doi.org/10.1109/tnb.2004.833694

• Mathematical Modeling of the Influence of RKIP on the ERK Signaling Pathway

  Lecture notes in computer science · 2003 · 10.1007/3-540-36481-1_11

• Experimental Design in Systems Biology, Based on Parameter Sensitivity Analysis Using a Monte Carlo Method: A Case Study for the TNFα-Mediated NF-κ B Signal Transduction Pathway

  SIMULATION · 2003 · https://doi.org/10.1177/0037549703040943

• Fuzzy Clustering of Short Time-Series and Unevenly Distributed Sampling Points

  Lecture notes in computer science · 2003 · 10.1007/978-3-540-45231-7_31

• Systems biology: The reincarnation of systems theory applied in biology?

  Briefings in Bioinformatics · 2001 · 10.1093/bib/2.3.258

Current projects

No projects listed.