fNIRS improves seizure detection in multimodal EEG-fNIRS recordings

In the context of epilepsy monitoring, electroencephalography (EEG) remains the modality of choice. Functional near-infrared spectroscopy (fNIRS) is a relatively innovative modality that cannot only characterize hemodynamic profiles of seizures but also allow for long-term recordings. We employ deep...

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Veröffentlicht in:	Journal of biomedical optics 2019-05, Vol.24 (5), p.1-9
Hauptverfasser:	Sirpal, Parikshat, Kassab, Ali, Pouliot, Philippe, Nguyen, Dang Khoa, Lesage, Frédéric
Format:	Artikel
Sprache:	eng
Schlagworte:	Atrophy Convulsions & seizures Deep learning EEG Electroencephalography Epilepsy Fourier transforms Hemodynamics Infrared spectra Infrared spectroscopy Intensive care Long short-term memory Medical imaging Near infrared radiation Neural networks Neuroimaging Optimization Patients Performance measurement Recurrent neural networks Seizures Sensory integration Special Section on Metabolic Imaging and Spectroscopy: Britton Chance 105th Birthday Commemorative Spectroscopy Tomography Wavelet transforms
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