Author

Joey De Pauw

University of AntwerpORCID 0000-0002-1417-922XUnclaimed 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:benchmarking· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Anna PostovskayaiD· 1 shared Benson OgunjimiiD· 1 shared Kris LaukensiD· 1 shared Nicolas De NeuteriD· 1 shared Pieter MeysmaniD· 1 shared Pieter MorisiD· 1 shared Sofie GielisiD· 1 shared Wout BittremieuxiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Anna PostovskayaORCID

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1 paper

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedNov 13, 2020

Current challenges for epitope-agnostic TCR interaction prediction and a new perspective derived from image classification

Pieter Moris, Joey De Pauw, Anna Postovskaya…·Pieter Meysman

The paper identifies challenges in predicting TCR-epitope interactions and introduces ImRex, a feature representation method that improves model performance for similar epitopes.

188 citationstop 2%

statistical modelmachine learning (classical)

𝕏 PostBluesky