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Rapid Response EEG: Current State and Future Directions.

Zachary Davey1, Pranjal Bodh Gupta2, David R Li2

  • 1Department of Neurology, Walter Reed National Military Medical Center, Bethesda, MD, USA.

Current Neurology and Neuroscience Reports
|November 26, 2022
PubMed
Summary
This summary is machine-generated.

Rapid electroencephalography (EEG) and AI advancements enhance emergency diagnostics for seizures, stroke, and altered mental status. This review details emergency EEG applications, methods, and clinical impact in adults and pediatrics.

Keywords:
Altered mental statusEmergency electroencephalographyNonconvulsive status epilepticus (NCSE)Rapid response EEGSeizureStroke

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Area of Science:

  • Neurology
  • Medical Technology
  • Clinical Diagnostics

Background:

  • Emergency electroencephalography (EEG) is increasingly vital for acute neurological conditions.
  • Rapid EEG (rEEG) and reduced montage techniques improve accessibility.
  • Machine learning advances enhance EEG interpretation speed and accuracy.

Purpose of the Study:

  • Critically appraise the literature on emergency EEG applications.
  • Review methods and recent advances in emergency EEG.
  • Evaluate the clinical impact and practical considerations of emergency EEG.

Main Methods:

  • Literature review of emergency EEG applications and technologies.
  • Analysis of rapid EEG (rEEG) and reduced montage approaches.
  • Examination of machine learning and AI in electrophysiological interpretation.

Main Results:

  • Emergency EEG is practical for detecting seizures, nonconvulsive status epilepticus (NCSE), altered mental status, stroke, and sedation effects.
  • Growing evidence supports EEG for expediting decisions in acute neurological injury.
  • Advances in rEEG and AI improve diagnostic rates and access.

Conclusions:

  • Emergency EEG is a practical diagnostic tool in critical care settings.
  • Technological and AI advancements are expanding the utility of emergency EEG.
  • EEG integration expedites medical decision-making for acute neurological conditions.