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Manuela Geiß is research manager for the Data Science Team at SCCH. She has many years of experience in fundamental research as well as applied research projects.

Research Interests

• Machine and Deep Learning for biomedical applications, in particular for molecular data (molecule interactions) and medical imaging
• Graph Algorithms, Graph Neural Networks, Knowledge Graphs
• Personalized Systems, Domain-Adaptive AI
• Multimodal Models, Hybrid AI Systems
• Human-Machine Collaboration 
• Phylogenetics (orthology and xenology relation, tree reconstruction, reconciliation maps)

Key Facts

• Senior Researcher at SCCH
• PhD studies in the Bioinformatics Group at Leipzig University, Germany, with focus on graph theory and algorithm development for automated reconstruction of phylogenetic trees from large data sets
• MSc in Mathematics at the University of Vienna with focus on population genetics
• BSc in Biology at the University of Vienna with focus on genetics and microbiology
• Lecturer for seminars on "Algorithms and Data Structures
• Reviewer for international journals and conferences such as MICCAI, Frontiers in Medicine, Journal of Discrete Appl. Math.
• Steering Committee/Program Committee for several international conferences and workshops