Author

Susan H. Wei

The University of MelbourneORCID 0000-0002-6842-2352Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

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Davis James McCarthyiD· 1 shared Heejung ShimiD· 1 shared Hui LiiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Davis James McCarthyORCID

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1 paper

Recent·Most cited

BioinformaticsBMC BioinformaticsPeer-reviewedNov 3, 2022

Trade-off between conservation of biological variation and batch effect removal in deep generative modeling for single-cell transcriptomics

Hui Li, Davis James McCarthy, Heejung Shim, Susan H. Wei

This paper explores the trade-off between preserving biological variation and removing batch effects in scRNA-seq data using Pareto multi-task learning and Mutual Information Neural Estimation.

10 citations

scRNA-seqdeep learning

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