Author

Shintaro Miyaki

Keio University

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Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1

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Akira FunahashiiD· 1 shared Shori NishimotoiD· 1 shared Takahiro YamadaiD· 1 shared Takashi MorikuraiD· 1 shared Yuta TokuokaiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperSystems Biology

Akira FunahashiORCID

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1 paper

Recent·Most cited

Systems BiologyIEEE AccessPeer-reviewedJan 1, 2026

Cell segmentation without annotation by unsupervised domain adaptation based on cooperative self-learning

Shintaro Miyaki, Takashi Morikura, Shori Nishimoto…·Akira Funahashi

This paper introduces an unsupervised domain adaptation method for cell segmentation that avoids predefined thresholds, achieving accuracy comparable to supervised models without labeled data.

1 citation

imagingdeep learning

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