Author

O. Pozdnyakova

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Pathology· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:flow cytometry· 1 Organism:human· 1

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D. L. Jaye· 1 shared J. E. Lewis· 1 shared L. A. D. Cooper· 1 shared

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2024-2024 · peak 1/yr

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1 shared paperPathology

D. L. Jaye

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1 paper

Recent·Most cited

PathologyModern PathologyPeer-reviewedJan 1, 2024

Automated Deep Learning-Based Diagnosis and Molecular Characterization of Acute Myeloid Leukemia using Flow Cytometry

J. E. Lewis, L. A. D. Cooper, D. L. Jaye, O. Pozdnyakova

This paper develops a deep learning pipeline for automated AML diagnosis and molecular characterization using flow cytometry data, achieving high accuracy in classification and variant prediction.

DOI 10.1016/j.modpat.2023.100373

humanflow cytometry

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