Author

Dominik Vašinka

Palacký University OlomoucORCID 0000-0003-3218-8717Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Molecular Biology· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2

Frequent Co-Authors

Miroslav JežekiD· 2 shared Anežka DostálováiD· 1 shared Filip JuráňiD· 1 shared Jaromír BěhaliD· 1 shared Robert StárekiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

5 top collaborators · 6 mutual co-author links

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2 shared papersMolecular Biology

Miroslav JežekORCID

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2 papers

Recent·Most cited

Molecular BiologyLaser & Photonics ReviewPeer-reviewedAug 15, 2026

Calibration-free single-frame super-resolution fluorescence microscopy

Anežka Dostálová, Dominik Vašinka, Robert Stárek, Miroslav Ježek

This paper introduces a deep-learning method for super-resolution fluorescence microscopy that reconstructs images from a single camera frame without calibration or long acquisition times.

1 citation

imagingdeep learning

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Molecular BiologyNature CommunicationsPeer-reviewedJul 16, 2026

From Stars to Molecules: AI Guided Device-Agnostic Super-Resolution Imaging

Dominik Vašinka, Filip Juráň, Jaromír Běhal, Miroslav Ježek

This paper introduces a device-agnostic deep learning framework for super-resolution imaging that eliminates calibration needs and achieves high accuracy across diverse imaging setups.

1 citation

imagingdeep learning

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