Article

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data

2025-05-31

Abstract excerpt

<h4>Background: </h4> and purpose: Rhythmic and periodic patterns (RPP) are harmful brain activity observed on continuous electroencephalography (cEEG) recordings of critically ill patients. The presence of RPPs at higher frequencies and on a larger scalp area (spatial extent) are associated with a higher probability of poor outcomes. This work describes automatic methods for detection of the frequency and spatial...

Topics

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

Identifiers and source

Literature Corpus work: 3dbbe11a-a5ec-5a18-bf33-63b3bdc8aee8
DOI: 10.1101/2025.05.29.25328582

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography dataDOI 10.1101/2025.05.29.25328582Read

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

Processed Electroencephalogram-Based Monitoring to Guide Sedation in Critically Ill Patients: A Systematic Review and International Expert Panel-Based Consensus RecommendationsSemantic proximity Read

Statistical Model-Based Classification to Detect Patient-Specific Spike-and-Wave in EEG SignalsSemantic proximity Read

EEG Classification for Neurological Disorders Using Frequency Band DecilesSemantic proximity Read

Automatic detection of generalized paroxysmal fast activity in Lennox-Gastaut syndrome using a bi-modal EEG time-frequency featureSemantic proximity Read

Fractal Dimensions and Machine Learning for Detection of Parkinson’s Disease in Resting-State EEGSemantic proximity Read

Novel Cyclic Homogeneous Oscillation Detection Method for High Accuracy and Specific Characterization of Neural DynamicsSemantic proximity Read

Comparison of 11 High Frequency Oscillation (HFO) Detectors across Scalp and Intracranial EEG to Evaluate Clinical UtilitySemantic proximity Read

Patterns and Diagnostic Utility of Electroencephalography (EEG) in a Secondary Hospital: A Retrospective Study from Saudi ArabiaSemantic proximity Read

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

Dissociating physiological ripples and epileptiform discharges with vision transformersSemantic proximity Read

Discovering Novel intracranial EEG Biomarkers of Seizure Generating Tissue through Time-Frequency AnalysisSemantic proximity Read