Author

Mohit Goyal

University of Illinois Urbana-ChampaignORCID 0000-0002-8835-158XUnclaimed 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 Assay:scRNA-seq· 1

Frequent Co-Authors

Guillermo SerranoiD· 1 shared Idoia OchoaiD· 1 shared Ilan ShomoronyiD· 1 shared Josepmaria ArgemíiD· 1 shared Mikel HernáeziD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Guillermo SerranoORCID

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1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedMar 3, 2022

JIND: Joint Integration and Discrimination for Automated Single-Cell Annotation

Mohit Goyal, Guillermo Serrano, Josepmaria Argemí…·Idoia Ochoa

JIND improves automated cell-type annotation in single-cell RNA-seq by learning a latent space for reliable classification and batch alignment without retraining.

11 citations

scRNA-seqdeep learning

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