Calculate Epileptogenicity Index for EEG/iEEG

mne-tools / mne-features

MNE-Features software for extracting features from multivariate time series

https://mne-tools.github.io/mne-features/

BSD 3-Clause "New" or "Revised" License

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Calculate Epileptogenicity Index for EEG/iEEG #76

Open zhengliuer opened 2 years ago

zhengliuer commented 2 years ago

Hi, in epilepsy, Epileptogenicity Index(EI) in this paper is as important as HFOs.

I noticed that calculation of EI hasn't been implemented in Python, only in MATLAB-based software AnyWave, the code of which is close-source.

I've been trying to implement this method recently, and I think this could be a function of mne-feature.

If so, what API is appropriate? Like compute_EI?

jbschiratti commented 2 years ago

Thank you @BarryLiu97 for your interest in mne-features. This would be a good feature function for mne-features! Feel free to start a PR and implement a compute_epileptogenicity_index function.

zhengliuer commented 2 years ago

OK, great!. I'll open a PR when I finish the implementation locally.