Author

Manvel Avetisian

AIRI - Artificial Intelligence Research InstituteORCID 0000-0001-8949-7989Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetics· 1

Signature Assays, Organisms & Methods

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Assay:ChIP-seq· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Alexander LapiniD· 1 shared Elian Malkin· 1 shared Maria SindeevaiD· 1 shared Nikita BaranoviD· 1 shared Nikolay ChekanoviD· 1 shared Olga L. KardymoniD· 1 shared Tatiana ShashkovaiD· 1 shared Veniamin FishmaniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperGenetics

Alexander LapinORCID

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1 paper

Recent·Most cited

GeneticsGigaSciencePeer-reviewedJan 1, 2023

Cell type-specific interpretation of noncoding variants using deep learning-based methods

Maria Sindeeva, Nikolay Chekanov, Manvel Avetisian…·Veniamin Fishman

The paper introduces DeepCT, a deep learning model that predicts cell type-specific effects of noncoding variants by learning from sparse epigenetic data.

4 citations

humanDNA methylation