Author

Shanmukha Vamshi Kuruba

University of Colorado Boulder

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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Cell Biology· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1

Frequent Co-Authors

George Stephenson· 1 shared Vignesh KasinathiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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1 shared paperCell Biology

George Stephenson

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1 paper

Recent·Most cited

Cell BiologybioRxivPreprintJun 22, 2026

MISO: A Controlled Ablation of Masking, Initialization, Sampling, and Optimization for Segmentation in Volumetric Electron Microscopy

Shanmukha Vamshi Kuruba, George Stephenson, Vignesh Kasinath

The paper evaluates sampling, loss functions, and masking strategies for vEM organelle segmentation, finding that these factors significantly impact performance, especially for rare classes.

DOI 10.64898/2026.06.19.733473

imagingfluorescence / live-cell microscopy

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