[HTML][HTML] Exploring the extent of source imaging: Recent advances in noninvasive electromagnetic brain imaging

A Sohrabpour, B He - Current opinion in biomedical engineering, 2021 - Elsevier
Electrophysiological source imaging (ESI) has been successfully employed in many brain
imaging applications during the last 20 years. ESI estimates of underlying brain networks …

A long short-term memory network for sparse spatiotemporal EEG source imaging

JC Bore, P Li, L Jiang, WMA Ayedh… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
EEG inverse problem is underdetermined, which poses a long standing challenge in
Neuroimaging. The combination of source-imaging and analysis of cortical directional …

AMDET: Attention based multiple dimensions EEG transformer for emotion recognition

Y Xu, Y Du, L Li, H Lai, J Zou, T Zhou… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Affective computing is an important subfield of artificial intelligence, and with the rapid
development of brain-computer interface technology, emotion recognition based on EEG …

[HTML][HTML] Imaging the extent and location of spatiotemporally distributed epileptiform sources from MEG measurements

X Jiang, S Ye, A Sohrabpour, A Bagić, B He - NeuroImage: Clinical, 2022 - Elsevier
Non-invasive MEG/EEG source imaging provides valuable information about the
epileptogenic brain areas which can be used to aid presurgical planning in focal epilepsy …

Spatial-temporal aspects of continuous EEG-based neurorobotic control

D Suma, J Meng, BJ Edelman… - Journal of neural …, 2020 - iopscience.iop.org
Objective. The goal of this work is to identify the spatio-temporal facets of state-of-the-art
electroencephalography (EEG)-based continuous neurorobotics that need to be addressed …

CiftiStorm pipeline: facilitating reproducible EEG/MEG source connectomics

A Areces-Gonzalez, D Paz-Linares, U Riaz… - Frontiers in …, 2024 - frontiersin.org
We present CiftiStorm, an electrophysiological source imaging (ESI) pipeline incorporating
recently developed methods to improve forward and inverse solutions. The CiftiStorm …

VSSI-GGD: A Variation Sparse EEG Source Imaging Approach Based on Generalized Gaussian Distribution

K Liu, S Peng, C Liang, Z Yu, B Xiao… - … on Neural Systems …, 2024 - ieeexplore.ieee.org
Electroencephalographic (EEG) source imaging (ESI) is a powerful method for studying
brain functions and surgical resection of epileptic foci. However, accurately estimating the …

Mapping Brain Networks Using Multimodal Data

G Shou, H Yuan, L Ding - Handbook of Neuroengineering, 2023 - Springer
Brains of human, as well as of other species, are all known to be organized into distinct
neural networks, which have been found to serve as the basis for various brain functions …

[HTML][HTML] Disentanglement of Resting State Brain Networks for Localizing Epileptogenic Zone in Focal Epilepsy

S Ye, A Bagić, B He - Brain topography, 2024 - Springer
The objective of this study is to extract pathological brain networks from interictal period of
E/MEG recordings to localize epileptic foci for presurgical evaluation. We proposed here a …

Estimating Epileptic Networks with High Density Electroencephalography and Magnetoencephalography

S Ye - 2022 - search.proquest.com
For patients with drug-resistant epilepsy, surgical resection of the epileptogenic zone is a
major therapeutic intervention which may lead to seizure reduction or freedom. A successful …