Author

Khan Baykaner

AstraZeneca (United Kingdom)

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Balaji SelvarajiD· 1 shared Feng GuiD· 1 shared Isabelle Gaffney· 1 shared Jason Hipp· 1 shared Laura A. L. Dillon· 1 shared Lucas Bordeaux· 1 shared Mona Xu· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Balaji SelvarajORCID

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1 paper

Recent·Most cited

Image model embeddings for digital pathology and drug development via self-supervised learning

Khan Baykaner, Mona Xu, Lucas Bordeaux, Feng Gu, Balaji Selvaraj, Isabelle Gaffney, Laura A. L. Dillon, Jason Hipp

This paper introduces DIME, a self-supervised learning pipeline for training image patch embeddings from whole slide images, enabling effective downstream tasks with limited data.

bioRxiv · Sep 20, 2021 · PreprintBioinformatics