Author

Hayri Emrah Balcioglu

Erasmus MCORCID 0000-0002-0225-0180Unclaimed ORCID profile · follow to get notified of new preprints

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 Assay:imaging· 1

Frequent Co-Authors

Carlas SmithiD· 1 shared Daniel SpengleriD· 1 shared Kirti PrakashiD· 1 shared Peter BankheadiD· 1 shared Reno DebetsiD· 1 shared Serafim KoroviniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Carlas SmithORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 20, 2024

CLEAR-IT: Contrastive Learning to Capture the Immune Composition of Tumor Microenvironments

Daniel Spengler, Serafim Korovin, Kirti Prakash…·Hayri Emrah Balcioglu

CLEAR-IT improves cell phenotyping in tumor microenvironments by using contrastive learning, outperforming existing methods across imaging modalities and requiring fewer labels.

DOI 10.1101/2024.08.20.608738

imagingcontrastive learning

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