Francesco T. Mangano · Kurtosis and skewness of high-frequency brain signals are altered in paediatric epilepsy.
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Article1 min read·Published Nov 2026

Kurtosis and skewness of high-frequency brain signals are altered in paediatric epilepsy.

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Article · Nov 2026 · 1 min read

In brief

In brief

This study demonstrates that statistical analysis of high-frequency brain signals (80-600 Hz) using kurtosis and skewness measurements can noninvasively identify epileptogenic zones in children with drug-resistant epilepsy. The MEG-based approach achieved 96% localization accuracy compared to invasive recordings and surgical outcomes, offering a potential alternative to intracranial monitoring for presurgical evaluation.

Written by the GCMD Library team from the article.

Francesco T. Mangano

Intracranial studies provide solid evidence that high-frequency brain signals are a new biomarker for epilepsy. Unfortunately, epileptic (pathological) high-frequency signals can be intermingled with physiological high-frequency signals making these signals difficult to differentiate. Recent success in non-invasive detection of high-frequency brain signals opens a new avenue for distinguishing pat…

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