SOTAVerified

Seizure prediction

Papers

Showing 4150 of 57 papers

TitleStatusHype
Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro0
Semi-supervised Seizure Prediction with Generative Adversarial Networks0
Shift-invariant waveform learning on epileptic ECoG0
SPIRIT: Low Power Seizure Prediction using Unsupervised Online-Learning and Zoom Analog Frontends0
SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning0
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction0
Time Scale Network: A Shallow Neural Network For Time Series Data0
A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis0
Unveiling Intractable Epileptogenic Brain Networks with Deep Learning Algorithms: A Novel and Comprehensive Framework for Scalable Seizure Prediction with Unimodal Neuroimaging Data in Pediatric Patients0
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CNN+FCNAUC0.84Unverified
2CNNAUC0.59Unverified