Literature DB >> 35247136

nGauge: Integrated and Extensible Neuron Morphology Analysis in Python.

Logan A Walker1,2, Jennifer S Williams3, Ye Li4, Douglas H Roossien5, Wei Jie Lee3, Nigel S Michki1, Dawen Cai6,7,8.   

Abstract

The study of neuron morphology requires robust and comprehensive methods to quantify the differences between neurons of different subtypes and animal species. Several software packages have been developed for the analysis of neuron tracing results stored in the standard SWC format. The packages, however, provide relatively simple quantifications and their non-extendable architecture prohibit their use for advanced data analysis and visualization. We developed nGauge, a Python toolkit to support the parsing and analysis of neuron morphology data. As an application programming interface (API), nGauge can be referenced by other popular open-source software to create custom informatics analysis pipelines and advanced visualizations. nGauge defines an extendable data structure that handles volumetric constructions (e.g. soma), in addition to the SWC linear reconstructions, while remaining lightweight. This greatly extends nGauge's data compatibility.
© 2022. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Neuron morphometrics; Neuron reconstruction; Neuron visualization

Mesh:

Year:  2022        PMID: 35247136     DOI: 10.1007/s12021-022-09573-8

Source DB:  PubMed          Journal:  Neuroinformatics        ISSN: 1539-2791


  2 in total

1.  Dense connectomic reconstruction in layer 4 of the somatosensory cortex.

Authors:  Alessandro Motta; Manuel Berning; Kevin M Boergens; Benedikt Staffler; Marcel Beining; Sahil Loomba; Philipp Hennig; Heiko Wissler; Moritz Helmstaedter
Journal:  Science       Date:  2019-10-24       Impact factor: 47.728

2.  A Systematic Evaluation of Interneuron Morphology Representations for Cell Type Discrimination.

Authors:  Sophie Laturnus; Dmitry Kobak; Philipp Berens
Journal:  Neuroinformatics       Date:  2020-10
  2 in total

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