Author

Cem Subakan

Mila - Quebec Artificial Intelligence InstituteORCID 0000-0002-7593-6589Unclaimed 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:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:mouse· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

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

Activity by Year

2020-2020 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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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

mouseimaging

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