Author

Conor K. Corbin

University of Southern CaliforniaORCID 0000-0002-1293-9053Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 3

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Research Focus:differential expression· 2 Organism:human· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Faisal M. RashidiD· 2 shared Paul M. ThompsoniD· 2 shared Sophia I. ThomopoulosiD· 2 shared Vikash GuptaiD· 2 shared Anne PipathsoukiD· 1 shared Bhagawati Jalnapurkar· 1 shared Brian A. HodgeiD· 1 shared Charles Curt· 1 shared

Activity by Year

2017-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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2 shared papersNeuroscience

Faisal M. RashidORCID

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3 papers

Recent·Most cited

NeurosciencebioRxivPreprintNov 21, 2023

A deep-learning-based screening platform in aging-relevant human motor neurons to identify therapeutic compounds for amyotrophic lateral sclerosis

Bhagawati Jalnapurkar, David Le, William Shainin…·Jeremy W. Linsley

The paper develops a deep learning platform to screen compounds for ALS treatment using age-relevant human motor neurons and identifies NCB-0846 as a potential therapeutic.

1 citation

humanmouse

𝕏 PostBluesky

NeuroscienceIEEE International Symposium on Biomedical Imaging (ISBI)Peer-reviewedApr 1, 2018

FiberNet 2.0: An Automatic Neural Network Based Tool for Clustering White Matter Fibers in the Brain

Vikash Gupta, Sophia I. Thomopoulos, Conor K. Corbin…·Paul M. Thompson

FiberNet 2.0 uses convolutional neural networks to cluster white matter fibers into anatomically meaningful bundles, showing improved accuracy and reduced false positives.

34 citationstop 3%

deep learningclustering

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NeurosciencebioRxivPreprintOct 29, 2017

White matter differences in Parkinson’s disease mapped using tractometry

Conor K. Corbin, Vikash Gupta, Julio E. Villalon-Reina…·Paul M. Thompson

This paper maps white matter differences in Parkinson’s disease using tractometry to identify localized microstructural abnormalities in specific brain pathways.

2 citations

humanimaging

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