Author

Oliver Ernst

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:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Holger FröhlichiD· 1 shared Marcus Stapf· 1 shared Sumit MadaniD· 1 shared Victoria Demina· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Holger FröhlichORCID

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1 paper

Recent·Most cited

Accurate Prediction of Virus-Host Protein-Protein Interactions via a Siamese Neural Network Using Deep Protein Sequence Embeddings

Sumit Madan, Victoria Demina, Marcus Stapf, Oliver Ernst, Holger Fröhlich

This paper introduces a deep learning method called STEP to predict virus-host protein-protein interactions using protein sequence embeddings and a Siamese neural network, demonstrating its effectiveness on SARS-CoV-2 and JCV proteins.

Patterns · Jul 31, 2022Peer-reviewedBioinformatics