Author

Joanna Zambonelli

Medical University of Warsaw

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

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:cell type annotation· 1 Assay:imaging· 1

Frequent Co-Authors

Alicja RączkowskaiD· 1 shared Ewa SzczurekiD· 1 shared Marcin MożejkoiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Alicja RączkowskaORCID

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1 paper

Recent·Most cited

ARA: accurate, reliable and active histopathological image classification framework with Bayesian deep learning

Alicja Rączkowska, Marcin Możejko, Joanna Zambonelli, Ewa Szczurek

The paper introduces a Bayesian deep learning framework for histopathological image classification, achieving high accuracy and providing uncertainty measures to improve active learning efficiency.

Scientific Reports · Oct 4, 2019Peer-reviewedBioinformatics