Author

Marc L. Melcher

Stanford MedicineORCID 0000-0002-7185-4383Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Chenyu YouiD· 1 shared Jan LiphardtiD· 1 shared John M. FrankliniD· 1 shared Linfeng YangiD· 1 shared Raja R. NarayaniD· 1 shared Rajarshi P. GhoshiD· 1 shared Simon CheniD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Chenyu YouORCID

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1 paper

Recent·Most cited

BioinformaticsPLoS Computational BiologyPeer-reviewedSep 14, 2020

NuSeT: A Deep Learning Tool for Reliably Separating and Analyzing Crowded Cells

Linfeng Yang, Rajarshi P. Ghosh, John M. Franklin…·Jan Liphardt

NuSeT improves nuclear segmentation in microscopy images by combining U-Net and RPN with watershed, reducing false positives and handling complex overlaps.

101 citationstop 1%

imagingdeep learning

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