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update vignette and readme
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ycao6928 committed Nov 28, 2023
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16 changes: 2 additions & 14 deletions README.md
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Expand Up @@ -24,20 +24,8 @@ devtools::install_github("SydneyBioX/scFeatures")

## Vignettes

A number of vignettes are provided in the Vignettes folder of this repo. These can also be viewed here by clicking the link below.

### Feaeture generation using scFeatures

* [Brief vignette](https://sydneybiox.github.io/scFeatures/articles/scFeatures_summary.html) - The brief vignette is a quick starting point and provides a checklist of the functions to apply on single-cell and spatial data.
* [Detailed vignette with case studies](https://sydneybiox.github.io/scFeatures/articles/scFeatures_detail.html) - This provides an in-depth description for each feature types and explanation of the output. It contains a step-by-step case study to the application of scFeatures on i) scRNA-seq data, ii) spatial proteomics data and iii) spatial transcriptomics data.


### Association study of the features with conditions

We provide a function `run_association_study_report(scfeatures_result, output_folder)` that automatically runs association study and generates an html output report. The report visualises the features most associated with conditions (eg, diseased vs non-diseased).

* [Association study vignette](https://sydneybiox.github.io/scFeatures/articles/scFeatures_associationstudy.html) - This explains the usage of the function.

Please see https://sydneybiox.github.io/scFeatures/articles/scFeatures_overview.html.

## Reference

Cao, Y., Lin, Y., Patrick, E., Yang, P., & Yang, J. Y. H. (2022). scFeatures: multi-view representations of single-cell and spatial data for disease outcome prediction. In O. Vitek (Ed.), Bioinformatics (Vol. 38, Issue 20, pp. 4745–4753). Oxford University Press (OUP). https://doi.org/10.1093/bioinformatics/btac590
298 changes: 146 additions & 152 deletions docs/articles/scFeatures_overview.html

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22 changes: 1 addition & 21 deletions docs/index.html

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4 changes: 2 additions & 2 deletions docs/pkgdown.yml
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pandoc: 3.1.2
pandoc: 3.1.1
pkgdown: 2.0.7
pkgdown_sha: ~
articles:
scFeatures_overview: scFeatures_overview.html
last_built: 2023-10-04T03:06Z
last_built: 2023-11-28T09:11Z
urls:
reference: https://sydneybiox.github.io/scFeatures/reference
article: https://sydneybiox.github.io/scFeatures/articles
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