Author

S. Babayan

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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Ecology· 1 Immunology· 1 Zoology· 1

Signature Assays, Organisms & Methods

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Research Focus:host-pathogen & immune response· 3 Approach:machine learning (classical)· 2 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Research Focus:metabolism & bioenergetics· 1 Organism:mouse· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

A. Belem· 1 shared A. Diabate· 1 shared A. Niang· 1 shared A. Tarafdar· 1 shared C. Landabaso· 1 shared C. Selman· 1 shared D. J. Siria· 1 shared D. Streicker· 1 shared

Activity by Year

2019-2020 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 18 mutual co-author links

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Curved chords = mutual co-authorship

1 shared paperZoology

A. Belem

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Identifying and prioritizing potential human-infecting viruses from their genome sequences

N. Mollentze, S. Babayan, D. Streicker

This paper develops machine learning models to predict human-infecting viruses from genome sequences, identifying high-risk candidates and demonstrating applicability to SARS-CoV-2.

bioRxiv · Nov 12, 2020Ecology

Rapid ageing and species identification of natural mosquitoes for malaria surveillance

D. J. Siria, R. Sanou, J. Mitton, E. Mwanga, A. Niang, I. Sare, P. C. D. Johnson, G. Foster, A. Belem, K. Wynne, R. Murray-Smith, H. M. Ferguson, M. Gonzalez Jimenez, S. Babayan, A. Diabate, , F. Baldini

This paper develops a deep learning method to rapidly identify mosquito species and age from mid-infrared spectra, with high accuracy for malaria vectors.

bioRxiv · Jun 11, 2020 · PreprintZoology

Parasitic worm-derived ES-62 promotes health- and life-span in high calorie diet-fed mice

J. Crowe, F. E. Lumb, J. Doonan, M. Broussard, A. Tarafdar, M. A. Pineda, C. Landabaso, L. Mulvey, P. A. Hoskisson, S. Babayan, C. Selman, W. Harnett, M. M. Harnett

ES-62, a parasitic worm-derived immunomodulator, improves healthspan and extends lifespan in male mice fed a high-calorie diet.

bioRxiv · Jun 22, 2019 · PreprintImmunology