Author

E. Esteva

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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Immunology· 1 Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:differential expression· 2 Assay:bulk RNA-seq· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:genetic perturbation / CRISPR· 1 Organism:human· 1

Frequent Co-Authors

A. Tsirigos· 2 shared A. Hatzimemos· 1 shared A. Khodadadi-Jamayran· 1 shared B. Reizis· 1 shared C. M. Lau· 1 shared C. Soni· 1 shared D. Donnelly· 1 shared D. Fenyo· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersImmunology

A. Tsirigos

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Genome-wide analysis of dendritic cell differentiation

I. Tiniakou, P.-F. Hsu, L. S. Lopez-Zepeda, C. M. Lau, C. Soni, E. Esteva, N. Adams, F. Liu, A. Khodadadi-Jamayran, T. Rodrick, D. Jones, A. Tsirigos, U. Ohler, M. T. Bedford, S. D. Nimer, B. Reizis

This study uses a genome-wide CRISPR/Cas9 screen to identify regulators of dendritic cell differentiation in a Flt3L-dependent murine progenitor cell line.

bioRxiv · May 11, 2022 · PreprintImmunology

A Deep Learning Approach for Rapid Mutational Screening in Melanoma

R. Kim, S. Nomikou, N. Coudray, G. Jour, Z. Dawood, R. Hong, E. Esteva, T. Sakellaropoulos, D. Donnelly, U. Moran, A. Hatzimemos, J. S. Weber, N. Razavian, I. Aifantis, D. Fenyo, , A. Tsirigos

This paper develops a deep learning model to detect BRAF mutations in melanoma histopathology images using whole slide images from 256 patients, achieving AUC scores of 0.96 and 0.72.

bioRxiv · Aug 19, 2020 · PreprintPathology