SOTAVerified

Seizure prediction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

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
An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals—0
Multi-classification of High-Frequency Oscillations Using iEEG Signals and Deep Learning Models—0
Demo: Multi-Modal Seizure Prediction System—0
Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting—0
SplitSEE: A Splittable Self-supervised Framework for Single-Channel EEG Representation Learning—0
SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced NetworkCode0
Pre-Ictal Seizure Prediction Using Personalized Deep Learning—0
SPIRIT: Low Power Seizure Prediction using Unsupervised Online-Learning and Zoom Analog Frontends—0
RRAM-Based Bio-Inspired Circuits for Mobile Epileptic Correlation Extraction and Seizure Prediction—0
Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction—0
Time series segmentation for recognition of epileptiform patterns recorded via Microelectrode Arrays in vitro—0
Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer—0
SeizNet: An AI-enabled Implantable Sensor Network System for Seizure Prediction—0
Time Scale Network: A Shallow Neural Network For Time Series Data—0
Unveiling Intractable Epileptogenic Brain Networks with Deep Learning Algorithms: A Novel and Comprehensive Framework for Scalable Seizure Prediction with Unimodal Neuroimaging Data in Pediatric Patients—0
Path Signatures for Seizure Forecasting—0
Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models—0
Data Augmentation for Seizure Prediction with Generative Diffusion Model—0
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction—0
Automatic Seizure Prediction using CNN and LSTM—0
EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers—0
A library of quantitative markers of seizure severityCode0
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Benchmark Results

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