Federated artificial intelligence for privacy-preserving international stratification of colorectal cancer patients

Population Systems Medicine for De Novo Mechanotyping of Complex Diseases

Dimensionality reduction for molecular data based on explanatory power of differential regulatory networks. Web: https://www.netmap.ai/

AI-based methods for synergistic exploration of disease symptoms and drug side effects

Evaluation and translation of multimodal physical activity measurement tools using artificial intelligence for the treatment of osteoarthritis 

REPO4EU’s ultimate goal is to host and grow a EU industry-level online platform for validated precision drug repurposing with a global reach. This platform will operate as a data hub for key information, training resources, matchmaking and collaboration in drug repurposing. Web: https://repo4.eu/

Biomedical informatics high-performance computing infrastructure

 Fighting viral infections using artificial intelligence-enhanced defective interfering particles

Alternative splicing driven host mechanism alteration after viral infection for drug repurposing prediction

Data custodianship for federated artificial intelligence in medicine

Federated medical artificial intelligence on gut microbiomes

Clinical Mass Spectrometry Center Munich: Progress in mass-spectrometry based proteomics has taken the technology to a level where clinical application is a logical next step. This consortium brings together an outstanding team of Munich-based experts in proteomics, medicine, and informatics to perform cutting edge research on diseases of the nervous system. The goal is to drive technological innovations, meet urgent medical needs and address important societal challenges. Web: https://clinspect-m.mscoresys.de/

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Systems Medicine Investigation of Alternative Splicing in Cardiac and Renal Diseases.

Web: https://www.sys-med.de/en/alliances/sys-care/

Systems Medicine Investigation of Bone Defect Treatment in Patients Comorbid with Type-2 Diabetes.

Web: https://www.sys-med.de/en/alliances/symbod/

Molecular mechanisms regulating yield and yield stability in plants

High-performance computing infrastructure for big data in systems medicine

Unraveling microbiome signatures in animal and human health and disease

Privacy-aware artificial intelligence in biomedicine - FeatureCloud is a novel artificial intelligence platform, based on a ground-breaking new cloud infrastructure to globally integrate local AI without the need for any exchange of medical primary data – totally anonymous by default. Web: www.featurecloud.eu

Our aim is to bring metabolomics and lipidomics to the playbook of systems medicine workflows for the next generation of precision medicine. Web: http://www.lipitum.de/

Personalized drug repurposing. - REPO-TRIAL aims at developing an in silico approach to optimize the efficacy and precision of drug repurposing trials. Web: https://repo-trial.eu

ATLAS – Center of Excellence for Functional Genomics and Tissue Plasticity (our participation and, thus, our share of funding stopped when Baumbach moved from SDU to TUM). Web: https://www.sdu.dk/en/atlas

Open Data Experimentarium at SDU: Development of an Open Biogas Platform based on volatile organic compound screening.

Big Data Bioinformatics - Understanding of cellular adaptation to changing conditions controlled by biochemical signalling networks using novel algorithms facing pressing big data issues. Web: https://veluxfoundations.dk/en/young-investigators-2016-0

Purchase of an ion mobility spectrometer (IMS) coupled to multi-capillary columns (MCC-IMS) for breath gas analysis.

Seed funding from the region and SDU for computational metabolic disease analysis.

Postdoc grant for integrating biomedical networks with multiple OMICS data sets.