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Found 5 papers, 1 papers with code
A simple EEG-based decision tool for neonatal therapeutic hypothermia in hypoxic-ischemic encephalopathy
Quantized probability densities of slow spectral features (delta power) from early conventional EEG (withing 6 hours of birth) revealed significant differences in slow spectral dynamics between infants with mild HIE grades and those relevant for hypothermia.
Detecting local perturbations of networks in a latent hyperbolic space
Graph theoretical approaches have been proven to be effective in the characterization of connected systems, as well as in quantifying their dysfunction due to perturbation.
Low-dimensional controllability of brain networks
Network controllability is a powerful tool to study causal relationships in complex systems and identify the driver nodes for steering the network dynamics into desired states.
Random Forest classifier for EEG-based seizure prediction
We assessed our method on 20 patients of the benchmark scalp EEG CHB-MIT dataset for a seizure prediction horizon (SPH) of 5 minutes and a seizure occurrence period (SOP) of 30 minutes.
BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks
Brain-computer interfaces (BCIs) constitute a promising tool for communication and control.
