Author

Filiz Bunyak

University of MissouriORCID 0000-0002-0421-6920Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1

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Ilker ErsoyiD· 1 shared Jacob Gotberg· 1 shared Nguyen Phuoc Nguyen· 1 shared Tommi WhiteiD· 1 shared

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2021-2021 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperMolecular Biology

Ilker ErsoyORCID

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1 paper

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Molecular BiologyBMC BioinformaticsPeer-reviewedFeb 8, 2021

DRPnet - Automated Particle Picking In Cryo-Electron Micrographs Using Deep Regression

Nguyen Phuoc Nguyen, Jacob Gotberg, Ilker Ersoy…·Tommi White

DRPnet automatically detects particle centers in cryoEM micrographs using a deep learning approach, achieving comparable or better performance than manual methods with reduced user interaction.

30 citations

electronic health recordsdeep learning

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