[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"

Code, data and model for Pérez-García et al. 2021, "A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections"

Automated Detection of Focal Cortical Dysplasia using Deep Learning

z-brains: open software for brain lesion lateralization and localization

In this repository, we will explore and compare different methods of learning non-linear classifiers such as SVMs and Neural Networks.

A Python package for behavioral state analysis using EEG. BEST includes tools automated sleep classification of long-term iEEG data recorded using implantable neural stimulation and recording devices, removal of DBS artifacts and feature extraction.

Code for "Pérez-García et al. 2021, Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures, MICCAI 2021".

Repository for Kubach et al. bioRxiv/2019/804682 (2019)

Epilepsy12 Audit Platform

基于FPGA的癫痫预测平台设计Design of epilepsy prediction platform based on FPGA

A framework for variable-length time series classification (VSTC) with local signal interpretability.

Python, MATLAB, and JAGS code associated with the preprint, "Beyond rates: Time-varying dynamics of high frequency oscillations as a biomarker of the seizure onset zone." (2021)

Repository for the EpiScope Project

Track epileptic seizures from an Apple Shortcut

Offline semi-automated seizure detection using deep learning

This repository contains functions for detecting, analyzing, and evaluating epileptic spikes in MEG recording.

Tool to scan large video files (movies) for scenes potentially harmful to people with photosensitive epilepsy within minutes

WAG/Rij-rat spectrogram