Expertise
We have developed and validated algorithms for the effective integration of multiple genome-scale data that go beyond consensus signals
Universität für Bodenkultur Wien: A Federal University of Austria in Vienna A Technical University with a focus on the Life Sciences
Institute of Molecular Biotechnology (IMBT) - Bioinformatics Research: We are interested in the study of complex systems with a focus on the Life Sciences. We have decades of experience in complex assay establishment and benchmarking in collaboration with the US FDA. We apply modern probabilistic machine learning and AI.
Expertise
We have developed and validated algorithms for the effective integration of multiple genome-scale data that go beyond consensus signals
Expertise
Robust de-novo patient stratification even for small cohorts
We have established a method with unprecedented sensitivity and robustness in de-novo patient stratification.
Expertise
Sensitive functional pathway analysis using Bioinformatics and Graph Networks
By integrating functional pathway knowledge and genome scale data in graph networks we extract sensitive results even from smaller datasets.
Expertise
Robust exploitation of large scale genome data (RNA-Seq, other NGS, high-density arrays, ...)
We bring decades of expertise in the exploitation of large scale genome data, developing best practice standards with the US FDA & partners.
Expertise
Establishing / benchmarking advanced algorithms in Machine Learning and Artificial Intelligence (AI)
Advanced algorithm performance is always domain specific. We bring decades of experience in domain-specific benchmarking.