Changes for page QUINT: Workflow for Quantification and Spatial Analysis of Features in Histological Images From Rodent Brain
Last modified by puchades on 2022/11/02 10:16
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... ... @@ -1,26 +1,34 @@ 1 - 1 +(% style="text-align:center" %) 2 +[[image:QUINT_workflow_pic.png]] 2 2 3 -(% class="jumbotron" %) 4 -((( 5 -(% class="container" %) 6 -((( 7 -== (% style="color:#16a085" %)**QUINT: Workflow for Quantification and Spatial Analysis of Features in Histological Images from Rodent Brain**(%%) == 8 8 9 -(% style="color:#999999" %)Neural Systems Laboratory, University of Oslo 10 -))) 11 -))) 5 +==== (% style="color:#c0392b" %)**Workflow Description**(%%) ==== 12 12 13 - ========7 +The QUINT workflow enables the quantification and spatial analysis of labelled features in histological images of rodent brain sections based on reference atlases of the brain. It utilises three open-source software: 14 14 9 +1. [[(% style="color:#2980b9" %)//ilastik//>>doc:.3\. Image segmentation with ilastik.WebHome]](%%) allows the extraction of labelled features such as cells by segmentation. 10 +1. [[(% style="color:#2980b9" %)//QuickNII//>>doc:.Image registration to reference atlas using QuickNII.WebHome]](%%) generates atlas maps customised to match the proportions and cutting plane of the brain sections. 11 +1. (% style="color:#2980b9" %)Nutil(%%) enables image [[transformations>>doc:.1\. Preparing the images.WebHome]], in addition to [[quantification and spatial analysis>>doc:.4\. Quantification and spatial analysis with Nutil.WebHome]] of features by drawing on the output of ilastik and QuickNII. 15 15 16 - ====(%style="color:#c0392b"%)WorkflowDescription(%%)====13 +In combination, the tools facilitate semi-automated quantification, eliminating the need for more time consuming methods such as stereological analysis with manual delineation of brain regions. 17 17 18 - The QUINT workflow enablesthequantification and spatial analysisof labelled features in histological images of rodentbrain sectionsbased on reference atlases of the brain. It utilises three open-source software:15 +[[Youtube video>>https://www.youtube.com/watch?v=yPkAbSfla_c]] 19 19 20 -1. ilastik allows the extraction of labelled features such as cells by segmentation. 21 -1. QuickNII generates atlas maps customised to match the proportions and cutting plane of the brain sections. 22 -1. Nutil enables quantification and spatial analysis of features by drawing on the output of ilastik and QuickNII. 17 +==== (% style="color:#c0392b" %)**Workflow highlights**(%%) ==== 23 23 24 - Incombination, thetoolsfacilitatesemi-automatedquantification, eliminating the need formoretimeconsuming methods suchasstereologicalanalysis withmanualdelineationof brainregions.19 +* The QUINT workflow is semi-automated, combining three open-source software that can be operated without scripting knowledge. 25 25 26 - 21 +((( 22 +* As the quantifications are performed in regions defined by a reference atlas, the region definitions are standardized, allowing comparisons of data from different laboratories. 23 + 24 +==== (% style="color:#c0392b" %)**References**(%%) ==== 25 + 26 +Yates SC et al. 2019. QUINT: Workflow for Quantification and Spatial Analysis of Features in Histological Images From Rodent Brain. Front. Neuroinform. 13:75. doi: 10.3389/fninf.2019.00075 27 + 28 +[[www.nitrc.org/projects/nutil>>url:https://www.nitrc.org/projects/nutil/]][[/>>url:https://www.nitrc.org/projects/quicknii]] 29 + 30 +[[https:~~/~~/www.nitrc.org/projects/quicknii>>https://www.nitrc.org/projects/quicknii]] 31 + 32 +[[https:~~/~~/www.ilastik.org>>url:https://www.ilastik.org/]][[/>>url:https://www.ilastik.org/]] 33 +))) 34 +
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