Overview
Syllabus
Intro
Diagnosis of Epileptic Seizure
General Pipeline of Seizure Detection Methods
Signal Feature Extractors for Seizure Detector
EEG Lead Information of TUH EEG
Deep Neural Networks for EEG Seizure Detection
Evaluation Metrics for Seizure Detection: EPOCH
Exploring the optimal Length of Sliding Window
Feature Transformer, Guided Feature Transformer
Exploring the optimal Signal Feature Extractors
Comprehensive Comparison on Seizure Detection: Raw Data
Binary Seizure Detection Performance for each seizure type
Real-Time Seizure Detection with EEG
Dataset
Taught by
Stanford MedAI