Author

Nalini Singh

Massachusetts Institute of TechnologyORCID 0000-0003-3584-2198Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Alejandro BuendiaiD· 1 shared David Alexander SontagiD· 1 shared Gad A. GetziD· 1 shared Rebecca Peyser BoiarskyiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperGenomics

Alejandro BuendiaORCID

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintOct 19, 2023

A Deep Dive into Single-Cell RNA Sequencing Foundation Models

Rebecca Peyser Boiarsky, Nalini Singh, Alejandro Buendia…·David Alexander Sontag

An evaluation of scBERT and scGPT on cell type annotation against L1-regularized logistic regression, with ablations of pre-training and tests of fine-tuning stability.

43 citations

scRNA-seqdeep learning

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