Author

Xinyuan Zheng

New York State Psychiatric InstituteORCID 0009-0003-2808-5907Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Orren Ravid· 1 shared Seonjoo LeeiD· 1 shared Xi ZhuiD· 1 shared Xiaofu HeiD· 1 shared Yoojean Kim· 1 shared Young-Geun KimiD· 1 shared Yuval NeriaiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Orren Ravid

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1 paper

Recent·Most cited

NeuroscienceFrontiers in PsychiatryPeer-reviewedMay 20, 2024

Explaining Deep Learning-Based Representations of Resting State Functional Connectivity Data: Focusing on Interpreting Nonlinear Patterns in Autism Spectrum Disorder

Young-Geun Kim, Orren Ravid, Xinyuan Zheng…·Xi Zhu

This paper introduces explainable variational autoencoders to interpret nonlinear patterns in resting state fMRI data from autism spectrum disorder and control groups.

9 citations

humanimaging

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