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 62.1
edited by evanhancock
on 2021/04/16 21:27
on 2021/04/16 21:27
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... ... @@ -1,23 +1,60 @@ 1 -[[image:QUINT_workflow_Plaques.png||style="float:left"]] 1 +(% class="box infomessage" %) 2 +((( 3 +==== This collab is describing the use of the software toolchain version of the QUINT workflow. The integrated QUINT service will soon be available here. ==== 4 +))) 2 2 6 +[[image:QUINT_workflow_Plaques.png||height="470" style="float:left" width="1277"]] 7 + 8 +== == 9 + 10 +== == 11 + 12 +== == 13 + 14 +== == 15 + 16 +== == 17 + 18 +== == 19 + 20 +== == 21 + 22 +== == 23 + 24 +== == 25 + 26 + 27 +==== Online documentation ==== 28 + 29 +[[QuickNII user documentation>>https://quicknii.readthedocs.io/en/latest/index.html]] 30 + 31 +[[VisuAlign user documentation>>https://visualign.readthedocs.io/en/latest/index.html]] 32 + 33 +[[Ilastik user documentation>>https://nutil.readthedocs.io/en/latest/Ilastik.html]] 34 + 35 +[[Nutil user documentation>>https://nutil.readthedocs.io/en/latest/index.html]] 36 + 37 +== == 38 + 3 3 == (% style="color:#c0392b" %)**Description**(%%) == 4 4 5 -**The QUINT workflow enables an atlas 41 +**The QUINT workflow enables an atlas-based analysis of extracted features from histological image sections from the rodent brain by using 3D reference atlases. ** 6 6 7 -**Examples of use are :cell counting and spatial distributions;determination of projection areas in connectivity experiments;exploration of pathological hallmarks in brain-use of experimental data.**43 +**Examples of use are cell counting and spatial distributions, determination of projection areas in connectivity experiments, and exploration 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.** 8 8 9 -The workflow is built on the following open :45 +The workflow is built on the following open-access software. 10 10 11 -* [[(% style="color:#2980b9" %)//ilastik//>>doc:.3\. Image segmentation with ilastik.WebHome]](%%) allows the extraction of labelled features such as cells, using machine 47 +* [[(% style="color:#2980b9" %)//ilastik//>>doc:.3\. Image segmentation with ilastik.WebHome]](%%) allows the extraction of labelled features such as cells, by using machine-learning image segmentation. 12 12 * [[(% 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. 13 -* //[[(% style="color:#3498db" %)VisuAlign>>doc:.Image registration to reference atlas using QuickNII.WebHome]]//(%%) is then used for nonlinear alignment of the reference .49 +* //[[(% 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. 14 14 * (% 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 -In combination, the tools facilitate semi-automated quantification, eliminating the need for more time 52 +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 -[[[[image:Youtube_QUINT.PNG||height="282" style="float:left" width="500"]]>>https://www.youtube.com/watch?v=8oeg3qTzLnE]] 19 19 55 +[[[[image:Youtube_QUINT.PNG||height="310" style="float:right" width="550"]]>>https://www.youtube.com/watch?v=8oeg3qTzLnE]] 20 20 57 +[[[[image:Quint tutorial video pic.png||height="339" style="float:left" width="550"]]>>https://www.youtube.com/watch?v=n-gQigcGMJ0]] 21 21 22 22 23 23 ... ... @@ -31,19 +31,28 @@ 31 31 32 32 33 33 71 + 72 + 73 + 74 + 75 + 76 + 77 + 78 + 34 34 QUINT workflow video 35 35 81 + 36 36 == (% style="color:#c0392b" %)**Workflow highlights**(%%) == 37 37 38 38 (% class="box successmessage" %) 39 39 ((( 40 -The semi-automated QUINT workflow uses open 86 +The semi-automated QUINT workflow uses open-access software that can be operated without any scripting knowledge. 41 41 ))) 42 42 43 43 ((( 44 44 (% class="box successmessage" %) 45 45 ((( 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.92 +Because the quantifications are performed in regions defined by a reference atlas, the region definitions are standardised, allowing comparisons of data from different laboratories. 47 47 ))) 48 48 49 49 ==== (% style="color:#c0392b" %)**References**(%%) ====
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