A neuromorphic spiking neural network detects epileptic high frequency oscillations in the scalp EEG
Abstract Interictal High Frequency Oscillations (HFO) are measurable in scalp EEG. This
development has aroused interest in investigating their potential as biomarkers of …
development has aroused interest in investigating their potential as biomarkers of …
Automated detection of ripple oscillations in long-term scalp EEG from patients with infantile spasms
CM McCrimmon, A Riba, C Garner… - Journal of Neural …, 2021 - iopscience.iop.org
Objective. Scalp high-frequency oscillations (HFOs) are a promising biomarker of
epileptogenicity in infantile spasms (IS) and many other epilepsy syndromes, but prior …
epileptogenicity in infantile spasms (IS) and many other epilepsy syndromes, but prior …
A long short-term memory neural network for the detection of epileptiform spikes and high frequency oscillations
AV Medvedev, GI Agoureeva, AM Murro - Scientific reports, 2019 - nature.com
Over the last two decades, the evidence has been growing that in addition to epileptic spikes
high frequency oscillations (HFOs) are important biomarkers of epileptogenic tissue. New …
high frequency oscillations (HFOs) are important biomarkers of epileptogenic tissue. New …
An electronic neuromorphic system for real-time detection of high frequency oscillations (HFO) in intracranial EEG
M Sharifshazileh, K Burelo, J Sarnthein… - Nature …, 2021 - nature.com
The analysis of biomedical signals for clinical studies and therapeutic applications can
benefit from embedded devices that can process these signals locally and in real-time. An …
benefit from embedded devices that can process these signals locally and in real-time. An …
Automated detection of high-frequency oscillations in epilepsy based on a convolutional neural network
R Zuo, J Wei, X Li, C Li, C Zhao, Z Ren… - Frontiers in …, 2019 - frontiersin.org
Epilepsy is one of the most common chronic neurological diseases. High-frequency
oscillations (HFOs) have emerged as promising biomarkers for the epileptogenic zone …
oscillations (HFOs) have emerged as promising biomarkers for the epileptogenic zone …
Automated detection of high frequency oscillations in intracranial EEG using the combination of short-time energy and convolutional neural networks
D Lai, X Zhang, K Ma, Z Chen, W Chen, H Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
High-frequency oscillations (HFOs) of 80~ 500 Hz in the intracranial electroencephalogram
(iEEG) recordings are considered as a reliable marker for epileptic location. However, a …
(iEEG) recordings are considered as a reliable marker for epileptic location. However, a …
High-frequency oscillations in scalp EEG mirror seizure frequency in pediatric focal epilepsy
High-frequency oscillations (HFO) are promising EEG biomarkers of epileptogenicity. While
the evidence supporting their significance derives mainly from invasive recordings, recent …
the evidence supporting their significance derives mainly from invasive recordings, recent …
Automatic detection of high-frequency-oscillations and their sub-groups co-occurring with interictal-epileptic-spikes
D Lachner-Piza, J Jacobs, JC Bruder… - Journal of neural …, 2020 - iopscience.iop.org
Objective. High-frequency-oscillations (HFO) and interictal-epileptic-spikes (IES) are spatial
biomarkers of the epileptogenic-zone. Those HFO spatially and temporally co-occurring with …
biomarkers of the epileptogenic-zone. Those HFO spatially and temporally co-occurring with …
High-frequency oscillations detected in epileptic networks using swarmed neural-network features
Localizing epileptic networks is a central challenge in guiding epilepsy surgery, deploying
antiepileptic devices, and elucidating mechanisms underlying seizure generation. Recent …
antiepileptic devices, and elucidating mechanisms underlying seizure generation. Recent …
Temporal changes of neocortical high-frequency oscillations in epilepsy
A Pearce, D Wulsin, JA Blanco… - Journal of …, 2013 - journals.physiology.org
High-frequency (100–500 Hz) oscillations (HFOs) recorded from intracranial electrodes are
a potential biomarker for epileptogenic brain. HFOs are commonly categorized as ripples …
a potential biomarker for epileptogenic brain. HFOs are commonly categorized as ripples …
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