Author

Vinith Kugathasan

University of Moratuwa

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

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Andrew SeeberiD· 1 shared Dushan N. WadduwageiD· 1 shared Jathurshan PradeepkumariD· 1 shared Mithunjha AnandakumariD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Andrew SeeberORCID

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1 paper

Recent·Most cited

Physics Augmented U-Net: A High-Frequency Aware Generative Prior for Microscopy

Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Andrew Seeber, Dushan N. Wadduwage

The paper introduces a Physics Augmented U-Net model that enhances microscopy resolution by integrating structured illumination microscopy principles with deep learning.

bioRxiv · Dec 1, 2021 · PreprintBioinformatics