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Automated Algorithms for Seizure Forecast: A Systematic Review and Meta-Analysis

Carmo, A.S., Abreu, M., Batista, M.F., Carvalho, M.O., Peralta, A.R., Fred, A., Bentes, C. & da Silva, H.P. Journal of Neurology, 2024.

automated algorithms ● artificial intelligence ● systematic review ● meta-analysis

A Magnetic Field-Based Wearable Respiration Sensor for Real-Time Monitoring During Pulmonary Rehabilitation

Carmo, A.S., Carvalho, I., Pinto, J.F., Chambel, G., Martins, A., Roberto, R., Ferreira, H., Rodrigues, F., Fred, A., da Silva, H.P. IEEE Transactions on Biomedical Engineering, 2024.

instrumentation ● data collection ● time series analysis ● statistical analysis

PreEpiSeizures: description and outcomes of physiological data acquisition using wearable devices during video-EEG monitoring in people with epilepsy

Abreu, M., Carmo, A.S., Peralta, A.R., Sá, F., da Silva, H.P., Bentes, C., Fred, A.L. Frontiers in Physiology, 2023.

data collection ● user experience

Data Augmentation, Multimodality, Subject and Activity Specificity Improve Wearable Electrocardiogram Denoising with Autoencoders

Saraiva, J., Abreu, M., Carmo, A.S., Fred, A., da Silva, H.P. Proc. of the 16th Int'l Conference on Biomedical Engineering Systems and Technologies BIOSTEC, 2023.

time series analysis ● data augmentation ● data cleaning

Mobile Applications for Epilepsy: Where Are We? Where Should We Go? A Systematic Review

Abreu, M.†, Carmo, A.S.†, Franco, A., Parreira, S., Vidal, B., Costa, M., Peralta, A.R., da Silva, H.P., Bentes, C., Fred, A. Signals, 2022.

mHealth ● user-experience ● systematic review

EpiBOX: An Automated Platform for Long-Term Biosignal Collection

Carmo, A.S., Abreu, M., Fred, A.L.N., & da Silva, H.P. Frontiers in Neuroinformatics, 2022.

data collection ● systemd ● mqtt ● flutter

Automatic detection of tonic-clonic and myoclonic epileptic seizures using prefrontal EEG

Carmo, A.S., Abreu, M., da Silva, H.P., Fred, A.L.N. Proc. IEEE Symposium on Computer-Based Medical Systems, 2021.

machine learning ● event detection ● time series analysis

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