[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
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Updated
Mar 31, 2024 - Python
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
Code for "Pérez-García et al. 2021, Transfer Learning of Deep Spatiotemporal Networks to Model Arbitrarily Long Videos of Seizures, MICCAI 2021".
z-brains: open software for brain lesion lateralization and localization
Automated Detection of Focal Cortical Dysplasia using Deep Learning
Code, data and model for Pérez-García et al. 2021, "A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections"
In this repository, we will explore and compare different methods of learning non-linear classifiers such as SVMs and Neural Networks.
Epilepsy may be caused by very small functional changes in ion channels (Thomas et al. 2009)
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)
WAG/Rij-rat spectrogram
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.
Thesis project: "On the clinical acceptance of EEG seizure prediction methodologies". Explainability of seizure prediction models.
Tool to scan large video files (movies) for scenes potentially harmful to people with photosensitive epilepsy within minutes
Repository for the EpiScope Project
Track epileptic seizures from an Apple Shortcut
Mechanistic pathway knowledge on Epilepsy encoded in Biological Expression Language
Add a description, image, and links to the epilepsy topic page so that developers can more easily learn about it.
To associate your repository with the epilepsy topic, visit your repo's landing page and select "manage topics."