Author

Marina P. Antoch

Roswell Park Comprehensive Cancer CenterORCID 0000-0003-3001-8511Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Organism:mouse· 1

Frequent Co-Authors

Andrei E. TarkhoviD· 1 shared Andrei V. GudkoviD· 1 shared Ekaterina L. AndrianovaiD· 1 shared Konstantin AvchacioviD· 1 shared L. I. Men’shikov· 1 shared Olga BurmistrovaiD· 1 shared Peter O. FedicheviD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Andrei E. TarkhovORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedNov 1, 2022

Identification of a blood test-based biomarker of aging through deep learning of aging trajectories in large phenotypic datasets of mice

Konstantin Avchaciov, Marina P. Antoch, Ekaterina L. Andrianova…·Peter O. Fedichev

This paper develops a deep learning model to identify a blood-based biomarker of aging in mice using phenotypic data, finding it correlates with aging hallmarks and predicts lifespan.

36 citations

mousebulk RNA-seq

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