SOTAVerified

Seizure prediction

Papers

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Showing 1–25 of 57 papers

TitleStatusHype
Attention-based Graph ResNet for Motor Intent Detection from Raw EEG signalsCode2
Seizure Detection and Prediction by Parallel Memristive Convolutional Neural NetworksCode1
Interpretable EEG seizure prediction using a multiobjective evolutionary algorithmCode1
A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis—0
A New Neuromorphic Computing Approach for Epileptic Seizure Prediction—0
A Novel Multi-scale Dilated 3D CNN for Epileptic Seizure Prediction—0
An End-to-End Deep Learning Approach for Epileptic Seizure Prediction—0
Data Augmentation for Seizure Prediction with Generative Diffusion Model—0
Automatic Seizure Prediction using CNN and LSTM—0
Binary Single-dimensional Convolutional Neural Network for Seizure Prediction—0
Bridging the Gap Between Patient-specific and Patient-independent Seizure Prediction via Knowledge Distillation—0
C^2SP-Net: Joint Compression and Classification Network for Epilepsy Seizure Prediction—0
Cloud-based Deep Learning of Big EEG Data for Epileptic Seizure Prediction—0
Coherent False Seizure Prediction in Epilepsy, Coincidence or Providence?—0
Convolutional Neural Networks for Epileptic Seizure Prediction—0
Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models—0
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals—0
Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy—0
Demo: Multi-Modal Seizure Prediction System—0
Developing Quantum Annealer Driven Data Discovery—0
EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers—0
Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer—0
Epileptic Seizure Prediction: A Semi-Dilated Convolutional Neural Network Architecture—0
Epileptic seizure prediction using Pearson's product-moment correlation coefficient of a linear classifier from generalized Gaussian modeling—0
A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction—0
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Benchmark Results

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