yangshengpingkk Goto Github PK

a-personalized-and-evolutionary-algorithm-for-interpretable-eeg-epilepsy-seizure-prediction

Code and data of the paper "A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction", published by Scientific Reports in 2021.

adversarial_seizure_detection

Code for paper Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection which has been accepted by the IEEE Journal of Biomedical and Health Informatics (J-BHI).

bhs-auditorymultimodal

Combine fMRI/EEG to learn about music/auditory processing

cnns-on-chb-mit

The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dl-eeg

eeg

eeg-gnn-ssl

eeg-literature

Notes on methods using EEG for seizure prediction

eeg_epilepsy_conv1d

eeg_real_time_seizure_detection

Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

epileptic-seizure-detection

Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients

ibm_seizure_data

ml-road

Machine Learning Resources, Practice and Research

neurips_competition

code for NeurIPS_competition

seizure-prediction

seizure-type-classification-tuh

seizure type classification using TUH dataset

seizure_prediction

Code for the project: "Seizure prediction using nonnegative matrix factorization"

seizureprediction

A CNN + LSTM architecture to predict seizure from EEG data

structured-cmtf

Pipeline for structured coupled matrix-tensor factorization of EEG-fMRI data

tf_eeglearn

A tensorflow implementation for EEGLearn

time-series-medicine

Code and documentation for seizure prediction from EEG data

tp-dst

tsception

PyTorch implementation of TSception