Published a review article on biomedical image analysis competitions in Nature Communications
Contributed to a paper on when deep learning meets cell image synthesis in Cytometry
Developed CytoPacq: a web-interface for simulating multi-dimensional cell imaging
Authored a top paper on an objective comparison of cell tracking algorithms in Nature Methods
Participated in several networking projects including Network of European BioImage Analysts, Czech-BioImaging, and Centre of Excellence on Chromosome Structure and Dynamics
Created various online resources for benchmarking in the field of biomedical image processing, such as the 6th ISBI Cell Tracking Challenge, Cell Segmentation Benchmark, etc.
Education
Educational details not explicitly provided.
Background
Professor of Computer Science, Head of Centre for Biomedical Image Analysis at Faculty of Informatics, Masaryk University. Research interests include biomedical image analysis, cell image synthesis, and benchmarking.