CHB-MIT artifact rejection

Hi team,

As this is my first thread I would like to thank all of you who have made this project possible. It is really helpful.

The problem I have is that I don’t know how to correct the artifacts in the dataset. I am using the physionet dataset: CHB-MIT Scalp EEG Database v1.0.0

For patient chb06 I check that it is necessary to correct the artifacts:

I have tried ICA, but I can’t get rid of them. As it is a well known dataset, I imagine this problem has to be solved somewhere, but I can’t find it.

Do you know what strategy I can follow?

Thank you very much for your help!