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Unifying community-wide whole-brain imaging datasets enables robust automated neuron identification and reveals determinants of neuron positioning in <i>C. elegans</i>

2024-04-30

Abstract excerpt

We develop a data harmonization approach for C. elegans volumetric microscopy data, still or video, consisting of a standardized format, data pre-processing techniques, and a set of human-in-the-loop machine learning based analysis software tools. We unify a diverse collection of 118 whole-brain neural activity imaging datasets from 5 labs, storing these and accompanying tools in an online repository called WormI...

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Identifiers and source

Literature Corpus work
61fb9051-102e-5c76-afa8-ba282690ec8a
DOI
10.1101/2024.04.28.591397
Open publication

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Unifying community-wide whole-brain imaging datasets enables robust automated neuron identification and reveals determinants of neuron positioning in <i>C. elegans</i>DOI 10.1101/2024.04.28.591397
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