Author

Ananya Kumar

Georgia Institute of TechnologyORCID 0000-0002-9002-510XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Microbiology· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:flow cytometry· 1 Assay:imaging· 1 Research Focus:protein structure prediction· 1 Approach:variational autoencoder· 1

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Ameet J. PintoiD· 1 shared Benjamin GincleyiD· 1 shared Farhan Ahmed KhaniD· 1 shared Jeremy S. GuestiD· 1 shared Miguel Fuentes‐CabreraiD· 1 shared

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1 shared paperMicrobiology

Ameet J. PintoORCID

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1 paper

Recent·Most cited

MicrobiologybioRxivPreprintMay 29, 2025

Encoding Cell Phenotype from Label-Free Imaging Flow Cytometry with Unsupervised Deep Learning

Benjamin Gincley, Farhan Ahmed Khan, Ananya Kumar…·Ameet J. Pinto

This study uses a Variational Auto-Encoder to predict microalgal lipid content from label-free Imaging Flow Cytometry data, demonstrating a low-cost alternative to traditional methods.

DOI 10.1101/2025.05.29.656720

imagingflow cytometry

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