Author

Xihaier Luo

Brookhaven National LaboratoryORCID 0000-0002-7621-940XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

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Byung-Jun YooniD· 1 shared Seyednami NiyakaniD· 1 shared Xiaoning QianiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Byung-Jun YoonORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintMar 28, 2024

Biologically Interpretable VAE with Supervision for Transcriptomics Data Under Ordinal Perturbations

Seyednami Niyakan, Byung-Jun Yoon, Xiaoning Qian, Xihaier Luo

The paper introduces EXPORT, a VAE framework for analyzing ordinally perturbed transcriptomics data, enhancing interpretability by incorporating pathway knowledge and ordinal constraints.

5 citations

bulk RNA-seqscRNA-seq

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