Author

Jon N. Marsh

Washington University in St. LouisORCID 0000-0003-1725-0332Unclaimed 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

Joseph P. GautiD· 1 shared Matthew K. MatlockiD· 1 shared S. Joshua SwamidassiD· 1 shared Satoru KudoseiD· 1 shared Ta‐Chiang LiuiD· 1 shared Thaddeus S. StappenbeckiD· 1 shared

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2018-2018 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Joseph P. GautORCID

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1 paper

Recent·Most cited

BioinformaticsIEEE Transactions on Medical ImagingPeer-reviewedJun 27, 2018

Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections

Jon N. Marsh, Matthew K. Matlock, Satoru Kudose…·S. Joshua Swamidass

This paper develops a deep learning model to classify glomeruli as normal or sclerotic in frozen kidney biopsy slides, achieving performance comparable to expert pathologists with limited training data.

174 citationstop 2%

humanimaging

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