Author

Margarita Kirienko

Fondazione IRCCS Istituto Nazionale dei TumoriORCID 0000-0002-3923-1151Unclaimed 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:batch correction / integration· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:protein structure prediction· 1

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Francesca IevaiD· 1 shared Lara CavinatoiD· 1 shared Martina SolliniiD· 1 shared Michela Carlotta MassiiD· 1 shared

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2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Francesca IevaORCID

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1 paper

Recent·Most cited

BioinformaticsScientific ReportsPeer-reviewedNov 1, 2023

Dual Adversarial Deconfounding Autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data

Lara Cavinato, Michela Carlotta Massi, Martina Sollini…·Francesca Ieva

This paper introduces a dual adversarial deconfounding autoencoder to remove batch effects from multi-center radiomics data, improving prognostic model performance for Hodgkin Lymphoma.

5 citations

imagingdeep learning

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