Author

Ilker Ersoy

University of MissouriORCID 0000-0003-2650-4496Unclaimed 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

Frequent Co-Authors

Filiz BunyakiD· 1 shared Jacob Gotberg· 1 shared Nguyen Phuoc Nguyen· 1 shared Tommi WhiteiD· 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 paperMolecular Biology

Filiz BunyakORCID

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1 paper

Recent·Most cited

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

𝕏 PostBluesky