Author

Bowen Fan

ETH ZurichORCID 0000-0002-5005-9209Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Andreas L. GimpeliD· 1 shared Arno van HilteniD· 1 shared Beat ChristeniD· 1 shared Dexiong CheniD· 1 shared Federico MelogranaiD· 1 shared Gennady V. RoshchupkiniD· 1 shared Karsten Michael BorgwardtiD· 1 shared Kristel Van SteeniD· 1 shared

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2024-2025 · peak 1/yr

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10 top collaborators · 21 mutual co-author links

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1 shared paperMolecular Biology

Andreas L. GimpelORCID

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2 papers

Recent·Most cited

BioinformaticsCommunications BiologyPeer-reviewedJun 5, 2025

Detecting Genetic Interactions with Visible Neural Networks

Arno van Hilten, Federico Melograna, Bowen Fan…·Gennady V. Roshchupkin

The paper develops methods to detect non-linear genetic interactions using visible neural networks and applies them to identify significant epistasis pairs in inflammatory bowel disease.

5 citations

humanGWAS summary statistics

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Molecular BiologybioRxivPreprintSep 20, 2024

Deep learning uncovers sequence-specific amplification bias in multi-template PCR

Andreas L. Gimpel, Bowen Fan, Dexiong Chen…·Robert N. Grass

This study uses 1D-CNNs to predict PCR amplification bias from DNA sequences, identifying self-priming as a previously overlooked mechanism.

2 citations

DNA methylationwhole-genome sequencing

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