Author

Yan Yang

Australian National UniversityORCID 0000-0002-6246-1748Unclaimed ORCID profile · follow to get notified of new preprints

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Yan Yang9 papers · Chinese Academy of Tropical Agricultural Sciences

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Assay:spatial transcriptomics· 1

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Eric A. StoneiD· 1 shared Md Zakir HossainiD· 1 shared Shafin RahmaniD· 1 shared

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Eric A. StoneORCID

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1 paper

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BioinformaticsPattern RecognitionPeer-reviewedSep 15, 2023

Spatial Transcriptomics Analysis of Gene Expression Prediction using Exemplar Guided Graph Neural Network

Yan Yang, Md Zakir Hossain, Eric A. Stone, Shafin Rahman

This paper introduces EGGN, an exemplar guided graph neural network for predicting gene expression from spatial transcriptomics tissue slide images, showing superior performance on benchmark datasets.

54 citationstop 3%

spatial transcriptomicsgraph neural network

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