Author

Stella Dimitsaki

Centre for Research and Technology HellasORCID 0000-0002-6356-9531Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:proteomics· 1

Frequent Co-Authors

Antonis GiannakakisiD· 1 shared Fotis E PsomopoulosiD· 1 shared George I. GavriilidisiD· 1 shared Georgios A. PavlopoulosiD· 1 shared Georgios KarakatsoulisiD· 1 shared Vasileios VasileiouiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperSystems Biology

Antonis GiannakakisORCID

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1 paper

Recent·Most cited

Systems BiologyBioinformaticsPeer-reviewedFeb 5, 2025

APNet, an explainable sparse deep learning model to discover differentially active drivers of severe COVID-19

George I. Gavriilidis, Vasileios Vasileiou, Stella Dimitsaki…·Fotis E Psomopoulos

APNet identifies differentially active drivers of severe COVID-19 using a sparse deep learning model combined with co-expression networks, outperforming existing methods in patient classification.

7 citations

humanproteomics

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