Article

Virtual epilepsy patient cohort: generation and evaluation

2024-10-02

Abstract excerpt

Epilepsy is a prevalent brain disorder, characterized by sudden, abnormal brain activity, making it difficult to live with. One-third of people with epilepsy do not respond to anti-epileptic drugs. Drug-resistant epilepsy is treated with brain surgery. Successful surgical treatment relies on identifying brain regions responsible for seizure onset, known as epileptogenic zones (EZ). Despite various methods for EZ e...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 9795bff5-3a4b-5992-8472-b2b2e812015b
DOI: 10.1101/2024.10.02.24314607

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Virtual epilepsy patient cohort: generation and evaluationDOI 10.1101/2024.10.02.24314607Read

Automated annotation of low-frequency stimulation-induced seizures uncovers seizure generating networksSemantic proximity Read

Virtual intracranial electroencephalography for epilepsy surgery using ictal magnetoencephalographySemantic proximity Read

Virtual cortical resection reveals push-pull network control preceding seizure evolutionSemantic proximity Read

The role of epidemic spreading in seizure dynamics and epilepsy surgerySemantic proximity Read

Simulation-Based Inference for Whole-Brain Network Modeling of Epilepsy using Deep Neural Density EstimatorsSemantic proximity Read

Quantification and selection of ictogenic zones in epilepsy surgerySemantic proximity Read

Variability vs Phenotype: multimodal analysis of Dravet Syndrome Brain Organoids powered by Deep LearningSemantic proximity Read

Graph representations of iEEG data for seizure detection with graph neural networksSemantic proximity Read

Computational modeling of seizure spread on a cortical surfaceSemantic proximity Read

Robust Detection of Brain Stimulation Artifacts in iEEG Using Autoencoder-Generated Signals and ResNet ClassificationSemantic proximity Read

Transformer-based EEG Source Imaging Enables Robust Localization of Pathological High-Frequency Oscillations in EpilepsySemantic proximity Read

Localizing epileptogenic zones using interictal intracranial electroencephalography and deep learningSemantic proximity Read