prof. RNDr. Michal Kozubek, Ph.D.
Department head, Centre for Biomedical Image Analysis
Office: A311
Botanická 554/68a
602 00 Brno
Phone: | +420 549 49 4023 |
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E‑mail: |
social and academic networks: |
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Total number of publications: 258
2024
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Gravitational cell detection and tracking in fluorescence microscopy data
IEEE International Symposium on Biomedical Imaging 2024, year: 2024
2023
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The Cell Tracking Challenge: 10 years of objective benchmarking
Nature Methods, year: 2023, volume: 20, edition: 7, DOI
2022
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Differentiation of high grade glioma and brain metastasis using intravoxel incoherent motion MRI
Year: 2022, type: Appeared in Conference without Proceedings
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Federated learning enables big data for rare cancer boundary detection
Nature Communications, year: 2022, volume: 13, edition: 7346, DOI
2021
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Multimodal Imaging of 3D Cell Aggregates
Year: 2021, type:
2020
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BIAS: Transparent reporting of biomedical image analysis challenges
Medical Image Analysis, year: 2020, volume: 66, edition: 101796, DOI
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Condensed U-Net (CU-Net): An Improved U-Net Architecture for Cell Segmentation Powered by 4x4 Max-Pooling Layers
IEEE 17th International Symposium on Biomedical Imaging, year: 2020
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Lactic Acidosis Interferes With Toxicity of Perifosine to Colorectal Cancer Spheroids: Multimodal Imaging Analysis
Frontiers in Oncology, year: 2020, volume: 10, edition: December, DOI
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When Deep Learning Meets Cell Image Synthesis
Year: 2020, type: Article in Periodical (without peer review)
2019
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Automatic Fusion of Segmentation and Tracking Labels
Computer Vision – ECCV 2018 Workshops, year: 2019