NeuroSCAN: Exploring Neurodevelopment via Spatiotemporal Collation of Anatomical Networks DOI Open Access
Noelle L Koonce, Sarah E. Emerson, Dhananjay Bhaskar

et al.

Published: Dec. 18, 2024

Volume electron microscopy (vEM) datasets such as those generated for connectome studies allow nanoscale quantifications and comparisons of the cell biological features underpinning circuit architectures. Quantifications relationships in result rich multidimensional that benefit from data science approaches, including dimensionality reduction integrated graphical representations neuronal relationships. We developed NeuroSCAN, an online open-source platform bridges sophisticated graph analytics approaches with underlying connectome. analyze a series published C. elegans brain neuropils demonstrate how these facilitate across connectomes, catalyzing new insights on structure-function circuits their changes during development. NeuroSCAN is designed intuitive examination enabling synthesis knowledge high-level abstractions derived techniques to detailed identification abstractions.

Language: Английский

NeuroSCAN: ExploringNeurodevelopment viaSpatiotemporalCollation ofAnatomicalNetworks DOI Creative Commons
Noelle L Koonce, Sarah E. Emerson, Dhananjay Bhaskar

et al.

bioRxiv (Cold Spring Harbor Laboratory), Journal Year: 2024, Volume and Issue: unknown

Published: Aug. 27, 2024

Abstract Volume electron microscopy (vEM) datasets such as those generated for connectome studies allow nanoscale quantifications and comparisons of the cell biological features underpinning circuit architectures. Quantifications relationships in result rich multidimensional that benefit from data science approaches, including dimensionality reduction integrated graphical representations neuronal relationships. We developed NeuroSCAN, an online open-source platform bridges sophisticated graph analytics approaches with underlying connectome. analyze a series published C. elegans brain neuropils demonstrate how these facilitate across connectomes, catalyzing new insights on structure-function circuits their changes during development. NeuroSCAN is designed intuitive examination enabling synthesis knowledge high-level abstractions derived techniques to detailed identification abstractions.

Language: Английский

Citations

0
NeuroSCAN: Exploring Neurodevelopment via Spatiotemporal Collation of Anatomical Networks DOI Open Access
Noelle L Koonce, Sarah E. Emerson, Dhananjay Bhaskar

et al.

Published: Dec. 18, 2024

Volume electron microscopy (vEM) datasets such as those generated for connectome studies allow nanoscale quantifications and comparisons of the cell biological features underpinning circuit architectures. Quantifications relationships in result rich multidimensional that benefit from data science approaches, including dimensionality reduction integrated graphical representations neuronal relationships. We developed NeuroSCAN, an online open-source platform bridges sophisticated graph analytics approaches with underlying connectome. analyze a series published C. elegans brain neuropils demonstrate how these facilitate across connectomes, catalyzing new insights on structure-function circuits their changes during development. NeuroSCAN is designed intuitive examination enabling synthesis knowledge high-level abstractions derived techniques to detailed identification abstractions.

Language: Английский

Citations

0
NeuroSCAN: Exploring Neurodevelopment via Spatiotemporal Collation of Anatomical Networks DOI Open Access
Noelle L Koonce, Sarah E. Emerson, Dhananjay Bhaskar

et al.

Published: Dec. 18, 2024

Volume electron microscopy (vEM) datasets such as those generated for connectome studies allow nanoscale quantifications and comparisons of the cell biological features underpinning circuit architectures. Quantifications relationships in result rich multidimensional that benefit from data science approaches, including dimensionality reduction integrated graphical representations neuronal relationships. We developed NeuroSCAN, an online open-source platform bridges sophisticated graph analytics approaches with underlying connectome. analyze a series published C. elegans brain neuropils demonstrate how these facilitate across connectomes, catalyzing new insights on structure-function circuits their changes during development. NeuroSCAN is designed intuitive examination enabling synthesis knowledge high-level abstractions derived techniques to detailed identification abstractions.

Language: Английский

Citations

0