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
From version 65.1
edited by sharoncy
on 2021/10/18 09:44
on 2021/10/18 09:44
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To version 60.1
edited by evanhancock
on 2020/12/03 12:18
on 2020/12/03 12:18
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Summary
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... ... @@ -1,33 +15,19 @@ 1 -(% class="box infomessage" %) 2 -((( 3 -Online documentation: - 4 - 5 -[[QuickNII user documentation>>https://quicknii.readthedocs.io/en/latest/index.html]] 6 - 7 -[[VisuAlign user documentation>>https://visualign.readthedocs.io/en/latest/index.html]] 8 - 9 -[[Ilastik user documentation>>https://nutil.readthedocs.io/en/latest/Ilastik.html]] 10 - 11 -[[Nutil user documentation>>https://nutil.readthedocs.io/en/latest/index.html]] 12 -))) 13 - 14 - 15 15 [[image:QUINT_workflow_Plaques.png||style="float:left"]] 16 16 17 17 == (% style="color:#c0392b" %)**Description**(%%) == 18 18 19 -**The QUINT workflow enables an atlas -based analysis of extracted features from histological image sections from the rodent brainbyusing 3D reference atlases. **5 +**The QUINT workflow enables an atlas based analysis of extracted features from histological image sections from the rodent brain using 3D reference atlases. ** 20 20 21 -**Examples of use are cell counting and spatial distributions ,determination of projection areas in connectivity experiments,andexploration of pathological hallmarks in brain-disease models. Integration of various data to the same reference space enables new exploration strategies and reuse of experimental data.**7 +**Examples of use are: cell counting and spatial distributions; determination of projection areas in connectivity experiments; exploration of pathological hallmarks in brain disease models. Integration of various data to the same reference space enables new exploration strategies and re-use of experimental data.** 22 22 23 -The workflow is built on the following open -access software.9 +The workflow is built on the following open access software: 24 24 25 -* [[(% style="color:#2980b9" %)//ilastik//>>doc:.3\. Image segmentation with ilastik.WebHome]](%%) allows the extraction of labelled features such as cells, byusing machine-learning image segmentation.11 +* [[(% style="color:#2980b9" %)//ilastik//>>doc:.3\. Image segmentation with ilastik.WebHome]](%%) allows the extraction of labelled features such as cells, using machine learning image segmentation. 26 26 * [[(% style="color:#2980b9" %)//QuickNII//>>doc:.Image registration to reference atlas using QuickNII.WebHome]](%%) generates custom-angle slices from volumetric brain atlases to match the proportions and cutting plane of histological sections. 27 -* //[[(% style="color:#3498db" %)VisuAlign>>doc:.Image registration to reference atlas using QuickNII.WebHome]]//(%%) is then used for non -linear alignment of the reference-atlas slice to the section image.13 +* //[[(% style="color:#3498db" %)VisuAlign>>doc:.Image registration to reference atlas using QuickNII.WebHome]]//(%%) is then used for nonlinear alignment of the reference atlas slice to the section image.. 28 28 * (% 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//. 29 29 30 -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.16 +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. 31 31 32 32 [[[[image:Youtube_QUINT.PNG||height="282" style="float:left" width="500"]]>>https://www.youtube.com/watch?v=8oeg3qTzLnE]] 33 33 ... ... @@ -51,13 +51,13 @@ 51 51 52 52 (% class="box successmessage" %) 53 53 ((( 54 -The semi-automated QUINT workflow uses open -access software that can be operated without any scripting knowledge.40 +The semi-automated QUINT workflow uses open access software that can be operated without any scripting knowledge. 55 55 ))) 56 56 57 57 ((( 58 58 (% class="box successmessage" %) 59 59 ((( 60 - Becausethe quantifications are performed in regions defined by a reference atlas, the region definitions are standardised, allowing comparisons of data from different laboratories.46 +As the quantifications are performed in regions defined by a reference atlas, the region definitions are standardized, allowing comparisons of data from different laboratories. 61 61 ))) 62 62 63 63 ==== (% style="color:#c0392b" %)**References**(%%) ====
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