Heart rate variability-based detection of epileptic seizures: Machine learning analysis and characterization of discriminant metrics
The high FAR suggests to combine HR and HRV analysis with other metrics to increase specificity.
Authors
- William Gacquer (ORCID: https://orcid.org/0000-0002-4876-3803)
- William Szurhaj (ORCID: https://orcid.org/0000-0003-4112-3691)
- Simone Chen
- Carole Nouboue (ORCID: https://orcid.org/0000-0003-0815-2482)
- Julien De Jonckheere (ORCID: https://orcid.org/0000-0002-3727-9434)
- Philippe Derambure
- Bertille Périn
- Eva Diab (ORCID: https://orcid.org/0000-0001-8316-8180)
- Mélodie Mercier-Bryczman
Institutions
- Inserm (FR)
- Université de Lille (FR)
- Centre Hospitalier Universitaire Amiens-Picardie (FR)
- Clinical Investigation Center Plurithematic Tours (FR)
- Université de Picardie Jules Verne (FR)
Publication Details
- Journal
- Clinical Neurophysiology
- Published
- 2025-06-16
- DOI
- https://doi.org/10.1016/j.clinph.2025.2110793
- Citations
- 3
- Primary Topic
- EEG and Brain-Computer Interfaces
- Type
- article
- Field-Weighted Citation Impact
- 4.29