A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction

por Pinto, Mauro. F., Leal, Adriana, Lopes, Fábio, Dourado, António, Martins, Pedro, Teixeira, César A.
Publicado 2021

EPIC: Annotated epileptic EEG independent components for artifact reduction

por Lopes, Fábio, Leal, Adriana, Medeiros, Júlio, Pinto, Mauro F., Dourado, António, Dümpelmann, Matthias, Teixeira, César
Publicado 2022

Removing artefacts and periodically retraining improve performance of neural network-based seizure prediction models

por Lopes, Fábio, Leal, Adriana, Pinto, Mauro F., Dourado, António, Schulze-Bonhage, Andreas, Dümpelmann, Matthias, Teixeira, César
Publicado 2023

Prediction of disease progression and outcomes in multiple sclerosis with machine learning

por Pinto, Mauro F., Oliveira, Hugo, Batista, Sónia, Cruz, Luís, Pinto, Mafalda, Correia, Inês, Martins, Pedro, Teixeira, César
Publicado 2020

On the clinical acceptance of black‐box systems for EEG seizure prediction

por Pinto, Mauro. F., Leal, Adriana, Lopes, Fábio, Pais, José, Dourado, António, Sales, Francisco, Martins, Pedro, Teixeira, César A.
Publicado 2022

The goal of explaining black boxes in EEG seizure prediction is not to explain models' decisions

por Pinto, Mauro F., Batista, Joana, Leal, Adriana, Lopes, Fábio, Oliveira, Ana, Dourado, António, Abuhaiba, Sulaiman I., Sales, Francisco, Martins, Pedro, Teixeira, César A.
Publicado 2023

Heart rate variability analysis for the identification of the preictal interval in patients with drug-resistant epilepsy

por Leal, Adriana, Pinto, Mauro F., Lopes, Fábio, Bianchi, Anna M., Henriques, Jorge, Ruano, Maria G., de Carvalho, Paulo, Dourado, António, Teixeira, César A.
Publicado 2021

Unsupervised EEG preictal interval identification in patients with drug-resistant epilepsy

por Leal, Adriana, Curty, Juliana, Lopes, Fábio, Pinto, Mauro F., Oliveira, Ana, Sales, Francisco, Bianchi, Anna M., Ruano, Maria G., Dourado, António, Henriques, Jorge, Teixeira, César A.
Publicado 2023