Article

Estimating the likelihood of epilepsy from clinically non-contributory EEG using computational analysis: A retrospective, multi-site case-control study

2023-03-12

Abstract excerpt

<h4>Summary</h4> <h4>Background</h4> A retrospective, multi-site case control study was carried out to validate a set of candidate biomarkers of seizure susceptibility. The objective was to determine the robustness of these biomarkers derived from routinely collected EEG within a large cohort (both epilepsy and common alternative conditions which may present with a possible seizure, such as NEAD). <h4>Methods</h4>...

Topics

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

Identifiers and source

Literature Corpus work: 45bca4fa-7b76-5fa2-bf4c-a2c5cbc50445
DOI: 10.1101/2023.03.08.23286937

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Estimating the likelihood of epilepsy from clinically non-contributory EEG using computational analysis: A retrospective, multi-site case-control studyDOI 10.1101/2023.03.08.23286937Read

Computer-assisted EEG diagnostic review for idiopathic generalized epilepsySemantic proximity Read

A multimodal AI system for out-of-distribution generalization of seizure detectionSemantic proximity Read

Evaluating and Validating an Artificial Intelligence Model for Automated Electroencephalogram Analysis: Implications for Clinical PracticeSemantic proximity Read

Machine Learning Interpretability Methods to Characterize Brain Network Dynamics in EpilepsySemantic proximity Read

Quantitative EEG Spectral Features Differentiate Genetic Epilepsies and Predict Neurologic OutcomesSemantic proximity Read

Network-based biomarkers in background electroencephalography in childhood epilepsies – A scoping review and narrative synthesisSemantic proximity Read

Developing and validating a clinical prediction model to predict epilepsy-related hospital admission or death within the next year using administrative healthcare data: a population-based cohort study protocolSemantic proximity Read

Toward Unified Biomarkers for Focal EpilepsySemantic proximity Read

Real-Time EEG-Based Epileptic Seizure Prediction Using Artificial Intelligence: A Systematic ReviewSemantic proximity Read

Electrographic significance of Periodic Discharges and association with etiology and outcome in tertiary care hospital, a retrospective cohort studySemantic proximity Read

Clinical Prediction Models for Treatment Outcomes in Newly-diagnosed EpilepsySemantic proximity Read

Automatic generalised seizure detection in clinical electroencephalography recordsSemantic proximity Read