Author

Sriya Reddy Adunur

California Polytechnic State University

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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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Assay:imaging· 1

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Guy M. HageniD· 1 shared Jonathan VenturaiD· 1 shared Joseph R. Hamilton· 1 shared Nasreen BuhniD· 1 shared Summer K. Levis· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Guy M. HagenORCID

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1 paper

Recent·Most cited

BioinformaticsGigaSciencePeer-reviewedJan 1, 2026

Comparison of Deep Learning Approaches for Extreme Low-SNR Image Restoration

Nasreen Buhn, Sriya Reddy Adunur, Joseph R. Hamilton…·Jonathan Ventura

The paper presents a dataset for evaluating deep learning denoising methods on low-SNR fluorescence microscopy images and compares three models, finding the supervised transformer-based model performs best but requires more training time.

3 citationstop 2%

imagingdeep learning

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