Author

Joseph A. Sebastian

St. Michael's HospitalORCID 0000-0002-8061-797XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Aline Roch· 1 shared Allen GoodmaniD· 1 shared Anne Elizabeth CarpenteriD· 1 shared Anne Wilson· 1 shared Claire McQuin· 1 shared Holger HennigiD· 1 shared Jason P. AckeriD· 1 shared Juan Carlos CaicedoiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Aline Roch

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1 paper

Recent·Most cited

BioinformaticsProceedings of the National Academy of SciencesPeer-reviewedAug 24, 2020

Label-free assessment of red blood cell storage lesions by deep learning

Minh Doan, Joseph A. Sebastian, Juan Carlos Caicedo…·Anne Elizabeth Carpenter

This study uses deep learning and label-free imaging flow cytometry to classify red blood cell morphologies during storage, achieving 90% accuracy and predicting expiration dates based on morphological changes.

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