Author

Michail Smyrnakis

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Barbara Camanzi· 1 shared Laura‐Jayne GardineriD· 1 shared Martina OcchettaiD· 1 shared Matthew MadgwickiD· 1 shared Moritz HaneklausiD· 1 shared S WithamiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Barbara Camanzi

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1 paper

Recent·Most cited

Macrophage signature-based prediction of cancer treatment response using MIL-attention

Matthew Madgwick, S Witham, Martina Occhetta, Moritz Haneklaus, Barbara Camanzi, Michail Smyrnakis, Laura‐Jayne Gardiner

The paper predicts cancer treatment response using a MIL-attention framework that analyzes macrophage states from single-cell RNA data, showing improved performance over existing methods.

bioRxiv · Sep 3, 2026 · PreprintBioinformatics