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Ece Eksi

Oregon Health & Science University

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1 Approach:transformer / foundation model· 1

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Gordon Brent MillsiD· 1 shared Sandhya GovindarajaniD· 1 shared Young Hwan ChangiD· 1 shared Zachary SimsiD· 1 shared

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1 shared paperBioinformatics

Gordon Brent MillsORCID

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1 paper

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BioinformaticsLecture notes in computer sciencePeer-reviewedSep 18, 2025

Language of Stains: Tokenization Enhances Multiplex Immunofluorescence and Histology Image Synthesis

Zachary Sims, Sandhya Govindarajan, Gordon Brent Mills…·Young Hwan Chang

The paper introduces a computational method to synthesize marker stains from H&E images, improving marker prediction and reducing reliance on experimental data.

2 citations

imagingdeep learning

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