Scientific articles and communications

Discover the research behind Halyzia® and its clinical validation

Picture of the scientific article

Detecting fast-ripples on both micro- and macro-electrodes in epilepsy: a wavelet-based CNN detector

Gardy L, Curot J, Valton L, Berthier L, Barbeau EJ, & Hurter C.
Journal of Neuroscience Methods, 2025 Mar:415:110350.
DOI: 10.1016/j.jneumeth.2024.110350.

Signal analysis: epileptic biomarkers

Combined interictal biomarkers

Combined interictal biomarkers

Oct. 16 2025

Detecting combined interictal biomarkers in human iEEG recordings - A new tool for clinicians within Halyzia ®

Picture of HFO

Introduction
to HFOs

May 26 2025

HFOs are brief, high-frequency oscillations observed in EEG recordings. They are typically classified into two main categories: ripples (80–200 Hz) and fast ripples (200–600 Hz)...

An illustration showing how to validate IEEG biomarkers

Why validating iEEG biomarker detectors is so difficult

January 7 2026

Interictal biomarkers of epilepsy such as spikes and high-frequency oscillations (HFOs) are increasingly being studied as clinical tools to guide epilepsy surgery…

Other resources

Screenshot of Halyzia

Why the name Halyzia®?

Sept. 15 2025

Legend has it that the mysterious blobs marking the fast-ripples on the normalized scalograms (Figure 1) bore an uncanny resemblance to the delicate colors of a ladybird

Picture of a scalogram with a heart shape

Funny scalograms

Sept. 15 2025

Sometimes, scalograms show weird and funny shapes.

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