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Seizure Detection

6 papers with code · Medical

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Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection

18 Sep 2019gabi-a/EEG-Literature

Furthermore, to enhance the explainability, we develop an attention mechanism to automatically learn the importance of each EEG channels in the seizure diagnosis procedure.

EEG FEATURE ENGINEERING REPRESENTATION LEARNING SEIZURE DETECTION

2
18 Sep 2019

Synthetic Epileptic Brain Activities Using Generative Adversarial Networks

22 Jul 2019dapascual/GAN_epilepsy

In this work, we generate synthetic seizure-like brain electrical activities, i. e., EEG signals, that can be used to train seizure detection algorithms, alleviating the need for recorded data.

EEG SEIZURE DETECTION

1
22 Jul 2019

Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds

16 May 2018dan-zam/cdg

A common approach is to use embedding techniques to represent graphs as points in a conventional Euclidean space, but non-Euclidean spaces have often been shown to be better suited for embedding graphs.

SEIZURE DETECTION

14
16 May 2018

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics

18 Dec 2016pulp-platform/pulpissimo

Near-sensor data analytics is a promising direction for IoT endpoints, as it minimizes energy spent on communication and reduces network load - but it also poses security concerns, as valuable data is stored or sent over the network at various stages of the analytics pipeline.

EEG FACE DETECTION SEIZURE DETECTION

101
18 Dec 2016

Learning Robust Features using Deep Learning for Automatic Seizure Detection

31 Jul 2016Sharad24/Epileptic-Seizure-Detection

We present and evaluate the capacity of a deep neural network to learn robust features from EEG to automatically detect seizures.

EEG SEIZURE DETECTION

3
31 Jul 2016