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Cave Connectome Annotation Versioning Engine Sven Dorkenwald 1

  • SKU: BELL-235904482
Cave Connectome Annotation Versioning Engine Sven Dorkenwald 1
$ 35.00 $ 45.00 (-22%)

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Cave Connectome Annotation Versioning Engine Sven Dorkenwald 1 instant download after payment.

Publisher: x
File Extension: PDF
File size: 5.1 MB
Author: Sven Dorkenwald  1, 2, 10, Casey M. Schneider-Mizell  3, 10, Derrick Brittain3,
Language: English
Year: 2025

Product desciption

Cave Connectome Annotation Versioning Engine Sven Dorkenwald 1 by Sven Dorkenwald  1, 2, 10, Casey M. Schneider-mizell  3, 10, Derrick Brittain3, instant download after payment.

Nature Methods, doi:10.1038/s41592-024-02426-z

Advances in electron microscopy, image segmentation and computational infrastructure have given rise to large-scale and richly annotated connectomic datasets, which are increasingly shared across communities. To enable collaboration, users need to be able to concurrently create annotations and correct errors in the automated segmentation by proofreading. In large datasets, every proofreading edit relabels cell identities of millions of voxels and thousands of annotations like synapses. For analysis, users require immediate and reproducible access to this changing and expanding data landscape. Here we present the Connectome Annotation Versioning Engine (CAVE), a computational infrastructure that provides scalable solutions for proofreading and fexible annotation support for fast analysis queries at arbitrary time points. Deployed as a suite of web services, CAVE empowers distributed communities to perform reproducible connectome analysis in up to petascale datasets (~1 mm3) while proofreading and annotating is ongoing.

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