Author

Ivo Provazník

Brno University of TechnologyORCID 0000-0002-3422-7938Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Jan BalvaniD· 1 shared Jaromír GumuleciD· 1 shared Jiří ChmelíkiD· 1 shared Larisa ChmelíkováiD· 1 shared Radim KolářiD· 1 shared Roman JakubíčekiD· 1 shared Tomáš VičariD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Jan BalvanORCID

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1 paper

Recent·Most cited

Self-Supervised Pretraining for Transferable Quantitative Phase Image Cell Segmentation

Tomáš Vičar, Jiří Chmelík, Roman Jakubíček, Larisa Chmelíková, Jaromír Gumulec, Jan Balvan, Ivo Provazník, Radim Kolář

The paper develops a U-Net-based method for cell segmentation in quantitative phase microscopy images, improves transferability with post-processing and self-supervised pretraining, and introduces a new dataset.

Biomedical Optics Express · Sep 6, 2021Peer-reviewedBioinformatics