Author

Mithunjha Anandakumar

University of MoratuwaORCID 0000-0001-6392-6044Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1

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Andrew SeeberiD· 1 shared Dushan N. WadduwageiD· 1 shared Jathurshan PradeepkumariD· 1 shared Vinith Kugathasan· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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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

BioinformaticsbioRxivPreprintDec 1, 2021

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

Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan…·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.

DOI 10.1101/2021.12.01.470743

imagingdeep learning

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