Author

Viacheslav Vasilev

European Bioinformatics InstituteORCID 0009-0007-9368-7524Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Evolutionary Biology· 1

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Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Research Focus:phylogenetics / evolution· 1 Approach:transformer / foundation model· 1

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Charlotte WestiD· 1 shared Conor R. WalkeriD· 1 shared Nick GoldmaniD· 1 shared Nicola De MaioiD· 1 shared Shayesteh ArastiiD· 1 shared Xingze XuiD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperEvolutionary Biology

Charlotte WestORCID

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1 paper

Recent·Most cited

Evolutionary BiologyMolecular Biology and EvolutionPeer-reviewedJun 27, 2025

Detecting interspecific positive selection using convolutional neural networks

Charlotte West, Conor R. Walker, Shayesteh Arasti…·Nick Goldman

This paper introduces a convolutional neural network to detect interspecific positive selection, achieving higher accuracy and robustness to alignment errors compared to traditional statistical methods.

1 citation

DNA methylationdeep learning

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