Author

A. Markaki

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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Biophysics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Guy· 1 shared C. Walsh· 1 shared E. Brown· 1 shared H. Coleman· 1 shared L. Gourmet· 1 shared N. Holroyd· 1 shared P. Sweeney· 1 shared R. Rajendram· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBiophysics

A. Guy

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1 paper

Recent·Most cited

Physics-informed deep generative learning for quantitative assessment of the retina

E. Brown, A. Guy, N. Holroyd, P. Sweeney, L. Gourmet, H. Coleman, C. Walsh, A. Markaki, R. Shipley, R. Rajendram, S. Walker-Samuel

This paper introduces a physics-informed GAN to generate realistic retinal blood vessel models, outperforming human labeling in segmentation and reconstruction.

bioRxiv · Jul 10, 2023Biophysics