Author

Augustinas Prusokas

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Plant Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Assay:multiome· 1 Organism:plant (other)· 1

Frequent Co-Authors

Renata RetkutėiD· 2 shared Aakansha RaiiD· 1 shared Ádám Misák· 1 shared Akash Gosain· 1 shared Alexander Wu· 1 shared Alice DriesseniD· 1 shared Alidivinas Prusokas· 1 shared Alisa Prusokiene· 1 shared

Activity by Year

2021-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 37 mutual co-author links

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2 shared papersPlant Biology

Renata RetkutėORCID

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2 papers

Recent·Most cited

Vision Normalizing Flows for the probability-informed detection of banana diseases from in-field images

Alisa Prusokiene, Augustinas Prusokas, Renata Retkutė

The paper develops a vision normalizing flow model to detect banana diseases from in-field images with high accuracy, using pre-trained embeddings and probabilistic density estimation.

Frontiers in Plant Science · Oct 9, 2026Peer-reviewedPlant Biology

Cell-to-cell and type-to-type heterogeneity of signaling networks: Insights from the crowd

Attila Gábor, Marco Tognetti, Alice Driessen, Jovan Tanevski, Baosen Guo, Wencai Cao, He Shen, Thomas Von Yu, Verena Chung, Bernd Bodenmiller, Julio Sáez-Rodríguez, Augustinas Prusokas, Alidivinas Prusokas, Renata Retkutė, Anand Rajasekar, , Mingyu Lee

The paper organizes a DREAM challenge to benchmark predictive models of single-cell signaling using mass cytometry data from breast cancer cell lines.

Molecular Systems Biology · Oct 1, 2021Peer-reviewedBioinformatics