Author

Cristian Bodnar

University of CambridgeORCID 0000-0003-3966-4616Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Helena Andrés-TerréiD· 1 shared Ifrah TariqiD· 1 shared Mateja JamnikiD· 1 shared Nikola SimidjievskiiD· 1 shared Paul C. SchereriD· 1 shared Píetro LióiD· 1 shared Zohreh ShamsiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Helena Andrés-TerréORCID

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1 paper

Recent·Most cited

BioinformaticsFrontiers in GeneticsPeer-reviewedDec 11, 2019

Variational Autoencoders for Cancer Data Integration: Design Principles and Computational Practice

Nikola Simidjievski, Cristian Bodnar, Ifrah Tariq…·Píetro Lió

This paper explores autoencoder architectures for integrating cancer patient data and demonstrates their effectiveness in analyzing heterogeneous breast cancer data for accurate diagnosis.

145 citationstop 3%

humanbulk RNA-seq

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