MauroSilvaPinto/Interpretable-EEG-seizure-prediction-using-a-multiobjective-evolutionary-algorithm
Code and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific Reports in 2022.
This project helps neurologists and clinical researchers study and predict epileptic seizures by analyzing EEG signals. It takes raw or pre-processed EEG data from individual patients and generates patient-specific predictions of seizure onset, along with insights into the brain regions and signal features involved. This tool is designed for medical professionals and researchers focused on epilepsy management and understanding.
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Use this if you are a neurologist or researcher studying epilepsy and want to predict seizures and understand the underlying brain activity for individual patients.
Not ideal if you are looking for a general-purpose, off-the-shelf seizure prediction tool that works without patient-specific customization or if you lack access to raw EEG data.
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Python
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CC0-1.0
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Last pushed
May 04, 2023
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