معرفی
Katarzyna Bozek is a Professor at the University of Cologne and leads the Bozek Lab at the Center for Molecular Medicine Cologne. Her research focuses on developing deep learning methods for quantitative analysis of biomedical image and time series data, with applications in pathology, nephrology, neurology, and cancer research. Collaborations include institutions like the University Hospital Cologne.
- Research areas: Computational Biology & Medicine, Machine Learning, Biomedical Image Analysis
- Key projects: Explainable AI for histopathology data, DISK model for behavioral science
The lab applies novel computer vision techniques to C. elegans behavior analysis and super-resolution microscopy in kidney research. Recent work includes transformers pretrained on text for Whole Slide Image classification and federated learning models for precision oncology.
Advising: Supervised doctoral candidates including Juan Pisula, Maurice Deserno, and Hussein Naji. The lab actively collaborates on interdisciplinary projects, with funding from multiple partners.
