Author

Rebecca Goldin

George Mason UniversityORCID 0000-0001-7082-0248Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Organism:Drosophila· 1

Frequent Co-Authors

Giorgio A. AscoliiD· 2 shared Ketan MehtaiD· 2 shared Carey E. PriebeiD· 1 shared David J. MarchetteiD· 1 shared Joshua T VogelsteiniD· 1 shared

Activity by Year

2021-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersNeuroscience

Giorgio A. AscoliORCID

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2 papers

Recent·Most cited

NeuroscienceNetwork NeurosciencePeer-reviewedOct 13, 2022

Circuit Analysis of the Drosophila Brain using Connectivity-based Neuronal Classification Reveals Organization of Key Communication Pathways

Ketan Mehta, Rebecca Goldin, Giorgio A. Ascoli

The paper uses connectivity-based neuronal classification to analyze Drosophila brain circuitry, revealing key communication pathways and their functional roles.

9 citations

Drosophilastatistical model

𝕏 PostBluesky

BioinformaticsNetwork NeurosciencePeer-reviewedApr 17, 2021

Neuronal Classification from Network Connectivity via Adjacency Spectral Embedding

Ketan Mehta, Rebecca Goldin, David J. Marchette…·Giorgio A. Ascoli

This paper introduces a method to classify neurons based on their connectivity using a stochastic block model and spectral embedding, achieving accurate clustering even with noise and edge swaps.

7 citations

statistical modelclustering

𝕏 PostBluesky