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How to do 'Missing pixels are inferred from nearby data to facilitate clustering analysis across the entire mapped area'? #3

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xieduo7 opened this issue Dec 2, 2024 · 1 comment

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@xieduo7
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xieduo7 commented Dec 2, 2024

Hi Dr. @Zhiliang-Bai ,

How did you impute the expression matrix?
In the methods of the paper, you wrote:
image

But I didn't find corresponding code in this repository.

Thank you,

Best,
Duo

@Zhiliang-Bai
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Hi Duo,

We performed a straightforward imputation on our data to address an issue encountered during the experiment. Specifically, the horizontal channel 4 of our microfluidic device became clogged, which we unfortunately did not detect until after data collection was completed for all the samples. To mitigate this, we replaced the values for channel 4 with the average expression levels from channels 3 and 5.

I hope you find it helpful!

Best,
Zhiliang

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