Author

K. G. Loftis

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Organism:human· 1

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A. Machireddy· 1 shared C. E. Bueno· 1 shared G. Thibault· 1 shared H. R. Smith· 1 shared J. L. Riesterer· 1 shared J. W. Gray· 1 shared K. Stoltz· 1 shared X. Song· 1 shared

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2021-2021 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperCancer Biology

A. Machireddy

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1 paper

Recent·Most cited

Cancer BiologybioRxivMay 27, 2021

Robust Segmentation of Cellular Ultrastructure on Sparsely Labeled 3D Electron Microscopy Images using Deep Learning

A. Machireddy, G. Thibault, K. G. Loftis…·X. Song

This paper develops a deep learning method to segment cellular ultrastructures in 3D EM images, achieving high accuracy for nuclei and nucleoli in cancer biopsies.

DOI 10.3389/fbinf.2023.1308708

humanelectronic health records

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