Author

Olga Pozdnyakova

Brigham and Women's HospitalORCID 0000-0001-8376-0344Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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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

Frequent Co-Authors

David L. JayeiD· 1 shared Joshua E. LewisiD· 1 shared L. A. D. CooperiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperPathology

David L. JayeORCID

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1 paper

Recent·Most cited

PathologyModern PathologyPeer-reviewedNov 3, 2023

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

Joshua E. Lewis, L. A. D. Cooper, David L. Jaye, Olga 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.

44 citationstop 2%

humanflow cytometry

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