Search Results for author: Adriana Leal

Found 2 papers, 2 papers with code

A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction

1 code implementation Scientific Reports 2021 Mauro. F. Pinto, Adriana Leal, Fábio Lopes, António Dourado, Pedro Martins & César A. Teixeira

Seizure prediction may improve the quality of life of patients suffering from drug-resistant epilepsy, which accounts for about 30% of the total epileptic patients.

EEG Seizure prediction

Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm

1 code implementation Scientific Reports 2022 Mauro Pinto, Tiago Coelho, Adriana Leal, Fábio Lopes, António Dourado, Pedro Martins, César Teixeira

We also compared our results with a control method based on the standard machine learning pipeline (pre-processing, feature extraction, classifier training, and post-processing), where the control marginally outperformed our approach by validating 35% of the patients.

EEG Seizure prediction

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