Research graph
References from Non-invasive preoperative prediction of surgical outcomes in drug-resistant epilepsy using seizure-related EEG network dynamics. Local targets link to admitted publications; unresolved targets remain external evidence.
Functional brain mapping of epilepsy networks: methods and applications
10.3389/fnins.2019.00417 · 2019 · External reference
Recommendations for the use of structural magnetic resonance imaging in the care of patients with epilepsy: a consensus report from the international league against epilepsy neuroimaging task force
10.1111/epi.15612 · 2019 · External reference
The effect of network thresholding and weighting on structural brain networks in the uk biobank
10.1016/j.neuroimage.2019.116443 · 2020 · External reference
Network dynamics of the brain and influence of the epileptic seizure onset zone
10.1073/pnas.1401752111 · 2014 · External reference
Dynamical network models from eeg and meg for epilepsy surgery—a quantitative approach
10.3389/fneur.2022.837893 · 2022 · External reference
Localizing the seizure onset zone and predicting the surgery outcomes in patients with drug-resistant epilepsy: a new approach based on the causal network
10.1016/j.cmpb.2024.108483 · 2025 · External reference
Non-invasive mapping of epileptogenic networks predicts surgical outcome
10.1093/brain/awac477 · 2023 · External reference
Improved localizadon of cortical activity by combining eeg and meg with mri cortical surface reconstruction: a linear approach
10.1162/jocn.1993.5.2.162 · 1993 · External reference
Pro-ictal, rather than pre-ictal, brain state marked by global critical slowing and local gamma power increase
10.1016/j.clinph.2025.2110742 · 2025 · External reference
Outcome with respect to epileptic seizures
1993 · External reference
State-dependent alterations of network characteristics between seizure and non-seizure onset zones in drug-resistant epilepsy
10.1007/s11571-025-10400-4 · 2026 · External reference
Cross-validation pitfalls when selecting and assessing regression and classification models
10.1186/1758-2946-6-10 · 2014 · External reference
Source causal connectivity noninvasively predicting surgical outcomes of drug-refractory epilepsy
10.1111/cns.70196 · 2025 · External reference
Multimodal machine learning for surgical decision support in epilepsy: Current evidence and translational gaps
10.1111/epi.70019 · 2025 · External reference
The value of linear and non-linear quantitative eeg analysis in paediatric epilepsy surgery: a machine learning approach
10.1038/s41598-024-60622-5 · 2024 · External reference
Eeg source imaging: a practical review of the analysis steps
10.3389/fneur.2019.00325 · 2019 · External reference
Interictal eeg source connectivity to localize the epileptogenic zone in patients with drug-resistant epilepsy: a machine learning approach
10.1111/epi.17898 · 2024 · External reference
Better annotations, better outcomes: extending the suppression hypothesis to seizure times
10.1093/brain/awaf436 · 2025 · External reference
Gamma amplitude-envelope correlations are strongly elevated within hyperexcitable networks in focal epilepsy
10.1038/s41598-024-67120-8 · 2024 · External reference
Does filtering preclude us from studying erp time-courses?
10.3389/fpsyg.2012.00131 · 2012 · External reference
Machine learning algorithm for predicting seizure control after temporal lobe resection using peri-ictal electroencephalography
10.1038/s41598-024-72249-7 · 2024 · External reference
Multimodal quantitative analysis guides precise preoperative localization of epilepsy
10.1007/s00415-025-13324-5 · 2025 · External reference
Brain network characteristics of epileptogenic zone in drug-resistant epilepsy based on stereo-electroencephalography
10.3969/j.issn.1672-6731.2024.11.012 · 2024 · External reference
Phase lag index: assessment of functional connectivity from multi channel eeg and meg with diminished bias from common sources
10.1002/hbm.20346 · 2007 · External reference
High-performance prediction of epilepsy surgical outcomes based on the genetic neural networks and hybrid ieeg marker
10.1038/s41598-024-56827-3 · 2024 · External reference
Machine learning-derived multimodal neuroimaging of presurgical target area to predict individual's seizure outcomes after epilepsy surgery
10.3389/fcell.2021.669795 · 2022 · External reference
Proportional thresholding in resting-state fmri functional connectivity networks and consequences for patient-control connectome studies: Issues and recommendations
10.1016/j.neuroimage.2017.02.005 · 2017 · External reference
Neuronal synchrony and critical bistability: mechanistic biomarkers for localizing the epileptogenic network
10.1111/epi.17996 · 2024 · External reference
Causal brain network in clinically-annotated epileptogenic zone predicts surgical outcomes of drug-resistant epilepsy
10.1109/tbme.2024.3431553 · External reference
Causal brain network predicts surgical outcomes in patients with drug-resistant epilepsy: a retrospective comparative study
10.1109/tnsre.2024.3433533 · External reference
Patient-specific non-invasive epileptogenic zone localization via high-resolution time-frequency representations and cnn deep learning
10.1109/tbme.2026.3724147 · 2026 · External reference
Phase lag index: assessment of functional connectivity from multi channel eeg and meg with diminished bias from common sources
10.1002/hbm.20346 · ExternalCitation · doi-reference
Multimodal quantitative analysis guides precise preoperative localization of epilepsy
10.1007/s00415-025-13324-5 · ExternalCitation · doi-reference
State-dependent alterations of network characteristics between seizure and non-seizure onset zones in drug-resistant epilepsy
10.1007/s11571-025-10400-4 · ExternalCitation · doi-reference
Pro-ictal, rather than pre-ictal, brain state marked by global critical slowing and local gamma power increase
10.1016/j.clinph.2025.2110742 · ExternalCitation · doi-reference
Localizing the seizure onset zone and predicting the surgery outcomes in patients with drug-resistant epilepsy: a new approach based on the causal network
10.1016/j.cmpb.2024.108483 · ExternalCitation · doi-reference
Proportional thresholding in resting-state fmri functional connectivity networks and consequences for patient-control connectome studies: Issues and recommendations
10.1016/j.neuroimage.2017.02.005 · ExternalCitation · doi-reference
The effect of network thresholding and weighting on structural brain networks in the uk biobank
10.1016/j.neuroimage.2019.116443 · ExternalCitation · doi-reference
High-performance prediction of epilepsy surgical outcomes based on the genetic neural networks and hybrid ieeg marker
10.1038/s41598-024-56827-3 · ExternalCitation · doi-reference
The value of linear and non-linear quantitative eeg analysis in paediatric epilepsy surgery: a machine learning approach
10.1038/s41598-024-60622-5 · ExternalCitation · doi-reference
Gamma amplitude-envelope correlations are strongly elevated within hyperexcitable networks in focal epilepsy
10.1038/s41598-024-67120-8 · ExternalCitation · doi-reference
Machine learning algorithm for predicting seizure control after temporal lobe resection using peri-ictal electroencephalography
10.1038/s41598-024-72249-7 · ExternalCitation · doi-reference
Network dynamics of the brain and influence of the epileptic seizure onset zone
10.1073/pnas.1401752111 · ExternalCitation · doi-reference
Non-invasive mapping of epileptogenic networks predicts surgical outcome
10.1093/brain/awac477 · ExternalCitation · doi-reference
Better annotations, better outcomes: extending the suppression hypothesis to seizure times
10.1093/brain/awaf436 · ExternalCitation · doi-reference
Causal brain network in clinically-annotated epileptogenic zone predicts surgical outcomes of drug-resistant epilepsy
10.1109/tbme.2024.3431553 · ExternalCitation · doi-reference
Patient-specific non-invasive epileptogenic zone localization via high-resolution time-frequency representations and cnn deep learning
10.1109/tbme.2026.3724147 · ExternalCitation · doi-reference
Causal brain network predicts surgical outcomes in patients with drug-resistant epilepsy: a retrospective comparative study
10.1109/tnsre.2024.3433533 · ExternalCitation · doi-reference
Source causal connectivity noninvasively predicting surgical outcomes of drug-refractory epilepsy
10.1111/cns.70196 · ExternalCitation · doi-reference
Recommendations for the use of structural magnetic resonance imaging in the care of patients with epilepsy: a consensus report from the international league against epilepsy neuroimaging task force
10.1111/epi.15612 · ExternalCitation · doi-reference
Interictal eeg source connectivity to localize the epileptogenic zone in patients with drug-resistant epilepsy: a machine learning approach
10.1111/epi.17898 · ExternalCitation · doi-reference
Neuronal synchrony and critical bistability: mechanistic biomarkers for localizing the epileptogenic network
10.1111/epi.17996 · ExternalCitation · doi-reference
Multimodal machine learning for surgical decision support in epilepsy: Current evidence and translational gaps
10.1111/epi.70019 · ExternalCitation · doi-reference
Improved localizadon of cortical activity by combining eeg and meg with mri cortical surface reconstruction: a linear approach
10.1162/jocn.1993.5.2.162 · ExternalCitation · doi-reference
Cross-validation pitfalls when selecting and assessing regression and classification models
10.1186/1758-2946-6-10 · ExternalCitation · doi-reference
Machine learning-derived multimodal neuroimaging of presurgical target area to predict individual's seizure outcomes after epilepsy surgery
10.3389/fcell.2021.669795 · ExternalCitation · doi-reference
Eeg source imaging: a practical review of the analysis steps
10.3389/fneur.2019.00325 · ExternalCitation · doi-reference
Dynamical network models from eeg and meg for epilepsy surgery—a quantitative approach
10.3389/fneur.2022.837893 · ExternalCitation · doi-reference
Functional brain mapping of epilepsy networks: methods and applications
10.3389/fnins.2019.00417 · ExternalCitation · doi-reference
Does filtering preclude us from studying erp time-courses?
10.3389/fpsyg.2012.00131 · ExternalCitation · doi-reference
Brain network characteristics of epileptogenic zone in drug-resistant epilepsy based on stereo-electroencephalography
10.3969/j.issn.1672-6731.2024.11.012 · ExternalCitation · doi-reference
