SOTAVerified

Seizure prediction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 57 papers

TitleStatusHype
Epileptic Seizure Risk Assessment by Multi-Channel Imaging of the EEG—0
Interpretable EEG seizure prediction using a multiobjective evolutionary algorithmCode1
Bridging the Gap Between Patient-specific and Patient-independent Seizure Prediction via Knowledge Distillation—0
Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity?—0
EpilNet: A Novel Approach to IoT based Epileptic Seizure Prediction and Diagnosis System using Artificial Intelligence—0
Coherent False Seizure Prediction in Epilepsy, Coincidence or Providence?—0
C^2SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction—0
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction—0
Shift-invariant waveform learning on epileptic ECoG—0
Random Forest classifier for EEG-based seizure prediction—0
A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction—0
Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy—0
Searching for waveforms on spatially-filtered epileptic ECoGCode0
A New Neuromorphic Computing Approach for Epileptic Seizure Prediction—0
A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure predictionCode0
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction—0
Patient-independent Epileptic Seizure Prediction using Deep Learning Models—0
Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording—0
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture—0
Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signalsCode2
Epileptic seizure prediction using Pearson's product-moment correlation coefficient of a linear classifier from generalized Gaussian modeling—0
Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review—0
Seizure Prediction Using Bidirectional LSTM—0
Predicting epileptic seizures using nonnegative matrix factorizationCode0
Human Intracranial EEG Quantitative Analysis and Automatic Feature Learning for Epileptic Seizure Prediction—0
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Benchmark Results

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