Pi-0r-Tau/EPI-LENS

Identify and evaluate photosensitive epilepsy risks. An end-to-end browser tool for real-time quantitative analysis of video content. Think of it like open source PEAT.

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SupratikB23/Epilepsy-Prediction-and-Detection

Deep Learning algorithms for both seizure detection and prediction on Electroencephalogram (EEG) signals.

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vrcarva/ewtpy

Empirical wavelet transform (EWT) in Python

Language: Python - Size: 89.8 KB - Last synced at: 7 days ago - Pushed at: almost 5 years ago - Stars: 91 - Forks: 21

anascacais/SeFEF

SeFEF - Seizure Forecast Evaluation Framework

Language: Python - Size: 98.5 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 2

nikhilarokkam/EEG-BASED-EPILEPTIC-SEIZURE-PREDICTION-USING-ENSEMBLE-LEARNING

This project focuses on predicting epileptic seizures using EEG signals and ensemble learning techniques. It aims to provide accurate and timely predictions to help individuals with epilepsy manage their condition more effectively.

Language: Python - Size: 6.9 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 0

igorjakus/neurohackathon

Epileptic Seizure Detection System for NeuroHackathon 2024 engineered with Igor Jakus, Hubert Berlicki, Kyrylo Goroshenko and Lidia Podoluk

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Hesam-lab/Epileptic-Seizure-Prediction

on-line seizure prediction by evolve neuro-fuzzy model based on SOP and SPH

Language: MATLAB - Size: 4.38 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0

garethjns/Kaggle-EEG

Seizure prediction from EEG data using machine learning. 3rd place solution for Kaggle/Uni Melbourne seizure prediction competition.

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nyirobalazs/epilepsy-prediction-with-machine-learning

Epilepsy Prediction with CNN-BiLSTM | BSc dissertation project

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michal-nahlik/kaggle-melbourne-seizure-prediction

Kaggle - Melbourne University AES/MathWorks/NIH Seizure Prediction 2016 competition - predict seizures in long-term human intracranial EEG recordings

Language: Matlab - Size: 44.2 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 5 - Forks: 4

mwootten/snn-seizure-prediction

Predict seizures from EEGs using two models of spiking neural networks

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cese04/HMM_1

Hidden Markov Models for Epilepsy Data

Language: Python - Size: 68.8 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

JoanaFBatista/On-the-clinical-acceptance-of-EEG-seizure-prediction-methodologies

Thesis project: "On the clinical acceptance of EEG seizure prediction methodologies". Explainability of seizure prediction models.

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NeuroSyd/seizure-prediction-CNN

Language: Python - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 14

SMorettini/CNNs-on-CHB-MIT

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

Language: Python - Size: 4.21 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 77 - Forks: 32

ylin00/seizurecast

Real-time Forecasting Epileptic Seizure using EEG

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epilepsyecosystem/3rdPlace_GarethJones

3rd place algorithm of the Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge

Language: Matlab - Size: 841 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 3 - Forks: 4

epilepsyecosystem/2ndPlace_AreteAssociates

2nd place algorithm for Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge

Language: Python - Size: 66.3 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 4

epilepsyecosystem/1stplace_notsorandomanymore

1st place algorithm from Melbourne-University AES-MathWorks-NIH Seizure Prediction Challenge

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MauroSilvaPinto/Interpretable-EEG-seizure-prediction-using-a-multiobjective-evolutionary-algorithm

Code and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific Reports in 2022.

Language: Python - Size: 39.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 2

Gautham0011/Brain_Disorder_Prediction

Epilepsey and Insomnia Detection Using EEG signals

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arsh1599/BTP_Seizure_Pred

Language: Jupyter Notebook - Size: 26.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 6

MauroSilvaPinto/Explaining-ML-EEG-Seizure-Prediction

The code for the paper "The goal of explaining black boxes in EEG seizure prediction is not to explain models’ decisions", published in Epilepsia Open (https://doi.org/10.1002/epi4.12748). It concerns explainability methods on Machine Learning for EEG seizure prediction.

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eipiisneg1/seizure_prediction_model

Using a variety of models, it’s shown that seizure prediction falls into the mathematical theory of Chaos, so can't be predicted by definition. However, I discovered I was asking the wrong question and found a simple and effective strategy to lower family stress and optimize hospital resource allocation.

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mkfzdmr/Epileptic-EEG-Classfication-Using-Deep-Learning

This repository contains the trained deep learning models for the detection and prediction of Epileptic seizures.

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Sanchit-20/Epileptic-Seizure-Detection

Epileptic EEG detection using the linear prediction error energy

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IraKorshunova/kaggle-seizure-prediction

solution for the American Epilepsy Society Seizure Prediction Challenge

Language: Python - Size: 17 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 59 - Forks: 22

gale31/Seizure-Prediction 📦

based on kaggle's Melbourne University AES/MathWorks/NIH competition

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chmendoza/cspwave

The codebase for a research project that uses common spatial patterns (CSP) filters to search for waveforms in epileptic Electrocorticographic (ECoG) signals that are discriminative of the preictal and interictal state.

Language: MATLAB - Size: 64.5 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

smellslikeml/cnn_eeg

EEG wearable device using CNN for seizure prediction

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mwootten/seizure-forecasting

Forecasting seizures with multiple models, including artificial neural networks

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vnnsrk/Seizure-prediction

Seizure prediction contains innovative methods using adaptive filtering for detecting epileptic seizures based on energy signals

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chmendoza/sikcsp

In this research project we used a shift-invariant k-means algorithm to learn a preictal and interictal codebook of prototypical waveforms that can be used to summarize the occurrence of recurrent waveforms and to classify between preictal and interictal segments. We use the common spatial patterns (CSP) method to spatially filter the multichannel ECoG segments before doing the waveform learning.

Language: Python - Size: 504 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

samisnotinsane/aes-kaggle-seizure-prediction

American Epilepsy Society Seizure Prediction Challenge.

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tholor/challenge

kaggle competition: seizure prediction

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