Author

Elisabeth R. Silver

Columbia University Irving Medical CenterORCID 0000-0002-4779-0949Unclaimed ORCID profile · follow to get notified of new preprints

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

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Charles J. LightdaleiD· 1 shared Chin HuriD· 1 shared Han Truong· 1 shared Nicholas P. TatonettiiD· 1 shared Sassan OstvariD· 1 shared

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2020-2020 · peak 1/yr

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Charles J. LightdaleORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 26, 2020

Transfer learning from simulations improves the classification of OCT images of glandular epithelia

Sassan Ostvar, Han Truong, Elisabeth R. Silver…·Nicholas P. Tatonetti

This study shows that transfer learning from synthetic OCT image simulations improves classification of esophageal tissue in BE patients compared to models trained on clinical data with uncertain labels.

DOI 10.1101/2020.10.26.355180

imagingdeep learning

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