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@RibaA RibaA commented Jul 22, 2025

@sisiranair I added steps and required materials. Feel free to review and let me know if it is easy to follow. I still try to figure out better way to show the example if CO issue wasn't solved.

@sisiranair
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@RibaA maybe we can link a GitHub code from one of your projects (eg: run Combat or sva) even if its just one line.

@strixy16 strixy16 linked an issue Jul 23, 2025 that may be closed by this pull request
@almas2019 almas2019 self-requested a review December 17, 2025 17:19
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Batch Correction:

  • PCA: there is Harmony which is a PCA based batch correction tool , so although PCA is used for visualization, Harmony is commonly used in batch correction in single cell data, and uses PCA
  • These are mainly batch correction methods used in bulk data, should we also be including some of the commonly used methods in single cell analysis?

Signature analysis/ Pathway analysis: Recommend adding description about Hallmark gene sets as it is commonly used in pathway analysis especially in cancer

@strixy16 strixy16 changed the title Batch correction feat: add batch correction page Dec 17, 2025
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Add more info about single cell batch correction? I added one type. Make pathways section more comprehensive (currently a bit short, open to review)?

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Pipeline - Batch correction

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