Author: David Blumenthal

Prof. Dr. Richard Röttger

Dr. Markus List, Prof. Dr. Dietmar Zehn

Prof. Dr. Florian Yger

Prof. Dr. Jan Baumbach

Prof. Dr. Nils M. Kriege

Prof. Dr. Johann Gamper

We are delighted to announce that our ACM SIGIR 2021 paper "On the Privacy of Federated Pipelines" is now available in the ACM DL. Using an example from federated GWAS, we show that privacy-preservation in FL is non-transitive, highlighting the need for hybrid FL.

A Python suite for testing the functional relevance of the results produced by active module identification methods, as well as their robustness to random pertubations of the employed protein-protein interaction networks.

BiCoN allows to stratify patients while elucidating disease mechanisms. BiCoN is a network-constrained biclustering approach, which restricts biclusters to functionally related genes connected in molecular networks and maximizes the expression difference between two groups of patients.

CoVex is a unique online network and systems medicine platform for data analysis that integrates virus-human interactions for SARS-CoV-2 and SARS-CoV-1. It implements different network-based approaches for the identification of new drug targets and new repurposable drugs.