Dr. Carsten Marr

My lab advances the diagnosis, treatment and understanding of severe blood disorders. We do this by developing custom machine learning algorithms to classify individual cells and patients. Single cell-based big data analysis helps us to identify potential drug targets. Using our prior knowledge of haematopoiesis, the production of blood cells, we fit time-resolved data with mechanistic mathematical models. Combining the power of AI with our knowledge of biomedical systems is one of our current research challenges.