Author

Ran Liu

Georgia Institute of TechnologyORCID 0000-0003-0007-3691Unclaimed ORCID profile · follow to get notified of new preprints

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Ran Liu2 papers · Hong Kong University of Science and Technology

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:variational autoencoder· 1

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Aishwarya BalwaniiD· 1 shared Cem SubakaniD· 1 shared Eva L. DyeriD· 1 shared Jennifer D. WhiteselliD· 1 shared Julie A. HarrisiD· 1 shared Sanmi KoyejoiD· 1 shared

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1 shared paperNeuroscience

Aishwarya BalwaniORCID

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1 paper

Recent·Most cited

NeuroscienceLecture notes in computer sciencePeer-reviewedJan 1, 2020

A generative modeling approach for interpreting population-level variability in brain structure

Ran Liu, Cem Subakan, Aishwarya Balwani…·Eva L. Dyer

This paper uses a deep generative model to analyze brain structure variability across mouse brains and validates the model through structured perturbations.

7 citations

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