Michal Kozubek
Publications by Year
Research Areas
Cell Image Analysis Techniques, Advanced Fluorescence Microscopy Techniques, Genomics and Chromatin Dynamics, Image Processing Techniques and Applications, Gene expression and cancer classification
Most-Cited Works
- → An objective comparison of cell-tracking algorithms(2017)595 cited
- → A benchmark for comparison of cell tracking algorithms(2014)428 cited
- → Metrics reloaded: recommendations for image analysis validation(2024)351 cited
- → Why rankings of biomedical image analysis competitions should be interpreted with care(2018)349 cited
- → Federated learning enables big data for rare cancer boundary detection(2022)313 cited
- → The Cell Tracking Challenge: 10 years of objective benchmarking(2023)200 cited
- → Understanding metric-related pitfalls in image analysis validation(2024)156 cited
- → Characterization of three-dimensional cancer cell migration in mixed collagen-Matrigel scaffolds using microfluidics and image analysis(2017)147 cited
- → Efficient real-time confocal microscopy with white light sources(1996)140 cited
- → Generation of digital phantoms of cell nuclei and simulation of image formation in 3D image cytometry(2009)129 cited