Michal Kozubek
Scholar

Michal Kozubek

Google Scholar ID: y-Vc8W4AAAAJ
Masarykova univerzita
analýza obrazu
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,763
 
H-index
22
 
i10-index
39
 
Publications
20
 
Co-authors
0
 
Publications
3 items
Metric Hub: A metric library and practical selection workflow for use-case-driven data quality assessment in medical AI
2026
Cited
0
Medical Imaging AI Competitions Lack Fairness
2025
Cited
0
False Promises in Medical Imaging AI? Assessing Validity of Outperformance Claims
2025
Cited
0
Resume
Academic Achievements
  • 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.
Miscellany
  • Mentions hobbies but does not specify them.