Concept
Focal seizure
Related publications (32)
Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection
David Atienza Alonso, Tomas Teijeiro Campo, Una Pale
Wearable and unobtrusive monitoring and prediction of epileptic seizures has the potential to significantly increase the life quality of patients, but is still an unreached goal due to challenges of real-time detection and wearable devices design. Hyperdim ...
2022An EEG-based methodology for the estimation of functional brain connectivity networks: Application to the analysis of newborn EEG seizure
This study presents a new methodology for obtaining functional brain networks (FBNs) using multichannel scalp EEG recordings. The developed methodology extracts pair-wise phase synchrony between EEG electrodes to obtain FBNs at delta, theta, and alpha-band ...
ELSEVIER SCI LTD2021Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection
David Atienza Alonso, Tomas Teijeiro Campo, Una Pale
Hyperdimensional computing is a promising novel paradigm for low-power embedded machine learning. It has been applied on different biomedical applications, and particularly on epileptic seizure detection. Unfortunately, due to differences in data preparati ...
2021Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices
David Atienza Alonso, Amir Aminifar, Tomas Teijeiro Campo, Farnaz Forooghifar
Low-power wearable technologies offer a promising solution to pervasive epilepsy monitoring by removing the constraints concerning time and location, on one hand, and fulfilling long-term tracking, on the other hand. In the case of epileptic seizures, as t ...
2021Personalized Real-Time Federated Learning for Epileptic Seizure Detection
David Atienza Alonso, Amir Aminifar, Tomas Teijeiro Campo, Saleh Baghersalimi
Epilepsy is one of the most prevalent paroxystic neurological disorders. It is characterized by the occurrence of spontaneous seizures. About 1 out of 3 patients have drug-resistant epilepsy, thus their seizures cannot be controlled by medication. Automati ...
2021