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 71.1
edited by puchades
on 2021/12/07 10:30
on 2021/12/07 10:30
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To version 62.1
edited by evanhancock
on 2021/04/16 21:27
on 2021/04/16 21:27
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... ... @@ -1,49 +1,22 @@ 1 -(% class="box infomessage" %) 2 -((( 3 -==== Online documentation ==== 1 +[[image:QUINT_workflow_Plaques.png||style="float:left"]] 4 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 -[[image:QUINT_workflow_Plaques.png||height="470" style="float:left" width="1277"]] 16 - 17 -== == 18 - 19 -== == 20 - 21 -== == 22 - 23 -== == 24 - 25 -== == 26 - 27 -== == 28 - 29 29 == (% style="color:#c0392b" %)**Description**(%%) == 30 30 31 -**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. ** 32 32 33 -**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.** 34 34 35 -The workflow is built on the following open -access software.9 +The workflow is built on the following open access software: 36 36 37 -* [[(% 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. 38 38 * [[(% 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. 39 -* //[[(% 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.. 40 40 * (% 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//. 41 41 42 -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. 43 43 44 -[[[[image:Youtube_QUINT.PNG||height=" 338" style="float:right" width="600"]]>>https://www.youtube.com/watch?v=8oeg3qTzLnE]]18 +[[[[image:Youtube_QUINT.PNG||height="282" style="float:left" width="500"]]>>https://www.youtube.com/watch?v=8oeg3qTzLnE]] 45 45 46 -[[image:Quint tutorial video pic.png||height="370" style="float:left" width="600"]] 47 47 48 48 49 49 ... ... @@ -56,6 +56,8 @@ 56 56 57 57 58 58 32 + 33 + 59 59 QUINT workflow video 60 60 61 61 == (% style="color:#c0392b" %)**Workflow highlights**(%%) == ... ... @@ -62,13 +62,13 @@ 62 62 63 63 (% class="box successmessage" %) 64 64 ((( 65 -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. 66 66 ))) 67 67 68 68 ((( 69 69 (% class="box successmessage" %) 70 70 ((( 71 - 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. 72 72 ))) 73 73 74 74 ==== (% style="color:#c0392b" %)**References**(%%) ====
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