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RipleyGUI: software for analyzing spatial patterns in 3D cell distributions
The true revolution in the age of digital neuroanatomy is the ability to extensively quantify anatomical structures and thus investigate structure-function relationships in great detail. To facilitate the quantification of neuronal cell patterns we have developed RipleyGUI, a MATLAB-based software t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3620507/ https://www.ncbi.nlm.nih.gov/pubmed/23658544 http://dx.doi.org/10.3389/fninf.2013.00005 |
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author | Hansson, Kristin Jafari-Mamaghani, Mehrdad Krieger, Patrik |
author_facet | Hansson, Kristin Jafari-Mamaghani, Mehrdad Krieger, Patrik |
author_sort | Hansson, Kristin |
collection | PubMed |
description | The true revolution in the age of digital neuroanatomy is the ability to extensively quantify anatomical structures and thus investigate structure-function relationships in great detail. To facilitate the quantification of neuronal cell patterns we have developed RipleyGUI, a MATLAB-based software that can be used to detect patterns in the 3D distribution of cells. RipleyGUI uses Ripley's K-function to analyze spatial distributions. In addition the software contains statistical tools to determine quantitative statistical differences, and tools for spatial transformations that are useful for analyzing non-stationary point patterns. The software has a graphical user interface making it easy to use without programming experience, and an extensive user manual explaining the basic concepts underlying the different statistical tools used to analyze spatial point patterns. The described analysis tool can be used for determining the spatial organization of neurons that is important for a detailed study of structure-function relationships. For example, neocortex that can be subdivided into six layers based on cell density and cell types can also be analyzed in terms of organizational principles distinguishing the layers. |
format | Online Article Text |
id | pubmed-3620507 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-36205072013-05-08 RipleyGUI: software for analyzing spatial patterns in 3D cell distributions Hansson, Kristin Jafari-Mamaghani, Mehrdad Krieger, Patrik Front Neuroinform Neuroscience The true revolution in the age of digital neuroanatomy is the ability to extensively quantify anatomical structures and thus investigate structure-function relationships in great detail. To facilitate the quantification of neuronal cell patterns we have developed RipleyGUI, a MATLAB-based software that can be used to detect patterns in the 3D distribution of cells. RipleyGUI uses Ripley's K-function to analyze spatial distributions. In addition the software contains statistical tools to determine quantitative statistical differences, and tools for spatial transformations that are useful for analyzing non-stationary point patterns. The software has a graphical user interface making it easy to use without programming experience, and an extensive user manual explaining the basic concepts underlying the different statistical tools used to analyze spatial point patterns. The described analysis tool can be used for determining the spatial organization of neurons that is important for a detailed study of structure-function relationships. For example, neocortex that can be subdivided into six layers based on cell density and cell types can also be analyzed in terms of organizational principles distinguishing the layers. Frontiers Media S.A. 2013-04-09 /pmc/articles/PMC3620507/ /pubmed/23658544 http://dx.doi.org/10.3389/fninf.2013.00005 Text en Copyright © 2013 Hansson, Jafari-Mamaghani and Krieger. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc. |
spellingShingle | Neuroscience Hansson, Kristin Jafari-Mamaghani, Mehrdad Krieger, Patrik RipleyGUI: software for analyzing spatial patterns in 3D cell distributions |
title | RipleyGUI: software for analyzing spatial patterns in 3D cell distributions |
title_full | RipleyGUI: software for analyzing spatial patterns in 3D cell distributions |
title_fullStr | RipleyGUI: software for analyzing spatial patterns in 3D cell distributions |
title_full_unstemmed | RipleyGUI: software for analyzing spatial patterns in 3D cell distributions |
title_short | RipleyGUI: software for analyzing spatial patterns in 3D cell distributions |
title_sort | ripleygui: software for analyzing spatial patterns in 3d cell distributions |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3620507/ https://www.ncbi.nlm.nih.gov/pubmed/23658544 http://dx.doi.org/10.3389/fninf.2013.00005 |
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