Author

A. Machireddy

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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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

Frequent Co-Authors

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. G. Loftis· 1 shared K. Stoltz· 1 shared X. Song· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperCancer Biology

C. E. Bueno

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1 paper

Recent·Most cited

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

A. Machireddy, G. Thibault, K. G. Loftis, K. Stoltz, C. E. Bueno, H. R. Smith, J. L. Riesterer, J. W. Gray, 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.

bioRxiv · May 27, 2021Cancer Biology