[HTML][HTML] HCLA_CBiGRU: Hybrid convolutional bidirectional GRU based model for epileptic seizure detection
Seizure detection from EEG signals is crucial for diagnosing and treating neurological
disorders. However, accurately detecting seizures is challenging due to the complexity and …
disorders. However, accurately detecting seizures is challenging due to the complexity and …
A Survey on Brain-Computer Interface-Inspired Communications: Opportunities and Challenges
H Hu, Z Wang, X Zhao, R Li, A Li, Y Si… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Brain-computer interfaces (BCIs) aim to directly bridge the human brain and the outside
world through acquiring and processing the brain signals in real time. In recent two decades …
world through acquiring and processing the brain signals in real time. In recent two decades …
[HTML][HTML] Localization of deep brain activity with scalp and subdural EEG
To what extent electrocorticography (ECoG) and electroencephalography (scalp EEG) differ
in their capability to locate sources of deep brain activity is far from evident. Compared to …
in their capability to locate sources of deep brain activity is far from evident. Compared to …
Time-evolving controllability of effective connectivity networks during seizure progression
Over one third of the estimated 3 million people with epilepsy in the United States are
medication resistant. Responsive neurostimulation from chronically implanted electrodes …
medication resistant. Responsive neurostimulation from chronically implanted electrodes …
Identifying oscillatory brain networks with hidden Gaussian graphical spectral models of MEEG
D Paz-Linares, E Gonzalez-Moreira… - Scientific Reports, 2023 - nature.com
Identifying the functional networks underpinning indirectly observed processes poses an
inverse problem for neurosciences or other fields. A solution of such inverse problems …
inverse problem for neurosciences or other fields. A solution of such inverse problems …
[HTML][HTML] Early protein energy malnutrition impacts life-long developmental trajectories of the sources of EEG rhythmic activity
J Bosch-Bayard, FA Razzaq, C Lopez-Naranjo… - NeuroImage, 2022 - Elsevier
Abstract Protein Energy Malnutrition (PEM) has lifelong consequences on brain
development and cognitive function. We studied the lifelong developmental trajectories of …
development and cognitive function. We studied the lifelong developmental trajectories of …
Distinguishing epileptiform discharges from normal electroencephalograms using adaptive fractal and network analysis: A clinical perspective
Q Li, J Gao, Z Zhang, Q Huang, Y Wu, B Xu - Frontiers in Physiology, 2020 - frontiersin.org
Epilepsy is one of the most common disorders of the brain. Clinically, to corroborate an
epileptic seizure-like symptom and to find the seizure localization, electroencephalogram …
epileptic seizure-like symptom and to find the seizure localization, electroencephalogram …
Minimizing the distortions in electrophysiological source imaging of cortical oscillatory activity via Spectral Structured Sparse Bayesian Learning
D Paz-Linares, E Gonzalez-Moreira… - Frontiers in …, 2023 - frontiersin.org
Oscillatory processes at all spatial scales and on all frequencies underpin brain function.
Electrophysiological Source Imaging (ESI) is the data-driven brain imaging modality that …
Electrophysiological Source Imaging (ESI) is the data-driven brain imaging modality that …
Distinguishing epileptiform discharges from normal electroencephalograms using scale-dependent Lyapunov exponent
Q Li, J Gao, Q Huang, Y Wu, B Xu - Frontiers in Bioengineering and …, 2020 - frontiersin.org
Epileptiform discharges are of fundamental importance in understanding the physiology of
epilepsy. To aid in the clinical diagnosis, classification, prognosis, and treatment of epilepsy …
epilepsy. To aid in the clinical diagnosis, classification, prognosis, and treatment of epilepsy …
Controversies in EEG source imaging and connectivity: modeling, validation, benchmarking
The high temporal resolution of Electroencephalography (EEG), together with its accessible
cost, makes it the primary choice for noninvasive brain imaging in psychophysiology as well …
cost, makes it the primary choice for noninvasive brain imaging in psychophysiology as well …