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Content of this collection
Invasive Monitoring6 items
Fast Automated Stereo-EEG Electrode Contact Identification and Labeling Ensemble
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Introduction: Stereotactic electroencephalography (SEEG) has emerged as the preferred modality for intracranial monitoring in drug-resistant epilepsy (DRE) patients being evaluated for neurosurgery. After implantation of SEEG electrodes, it
article · Nov 2026
Electrical stimulation for the induction of seizures is safe, well-tolerated and high-yield in children with drug-resistant epilepsy
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Introduction: Drug-refractory epilepsy (DRE) affects one-third of children with epilepsy and can be treated with surgery. The surgical target is determined by recording spontaneous seizures during stereoelectroencephalography (sEEG). In adu
article · Nov 2026
Comparing electrical stimulation functional mapping with subdural electrodes and stereoelectroencephalography
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Objective: Electrical stimulation mapping (ESM) is the clinical standard for functional localization with subdural electrodes (SDE). As stereoelectroencephalography (SEEG) has emerged as an alternative option, we compared functional respons
article · Nov 2026
Comparison of outcomes after stereoelectroencephalography and subdural grid monitoring in pediatric tuberous sclerosis complex.
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Patients with tuberous sclerosis complex (TSC) epilepsy present with unique clinical challenges such as early seizure onset and high rates of intractability and multifocality. Although there are numerous studies about the safety and efficac
article · Nov 2026
Subdural grid and depth electrode monitoring in pediatric patients.
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Invasive electroencephalographic monitoring with implantable subdural electrodes and intraparenchymal depth electrodes has become a basic tenet of epilepsy surgery. Improved localization of epileptic foci justifies the secondary procedure a
article · Nov 2026
Complications of invasive subdural electrode monitoring at St. Louis Children's Hospital, 1994-2005.
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The purpose of this study was to better define the incidence of complications associated with placement of subdural electrodes for localization of seizure foci and functional mapping in children. The authors retrospectively reviewed the rec
article · Nov 2026
Non-Invasive Localization11 items
Beamforming Technique May Improve Epilepsy Surgery Outcomes
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Beamforming Technique May Improve Epilepsy Surgery Outcomes - Research Horizons Research Horizons Home Findings Features Announcements Learning Newsletter Subscribe Subspecialty News All Categories Announcements Features Findings Learning &
article · Nov 2026
Understanding MEG Source Profiles in Tuberous Sclerosis
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Purpose: Patients with tuberous sclerosis complex (TSC) and medically refractory epilepsy are increasingly referred for epilepsy surgery, but presurgical evaluation is challenging due to multiple tubers and complex seizure onset zones. The
article · Nov 2026
User-defined virtual sensors: A new solution to the problem of temporal plus epilepsy sources
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Objective: The most common medically resistant epilepsy (MRE) involves the temporal lobe (TLE), and children designated as temporal plus epilepsy (TLE+) have a five-times increased risk of postoperative surgical failure. This retrospective,
article · Nov 2026
Clinical validation of magnetoencephalography network analysis for presurgical epilepsy evaluation
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Objective: To clinically validate the connectivity-based magnetoencephalography (MEG) analyses to identify seizure onset zone (SOZ) with comparing to equivalent current dipole (ECD). Methods: The ECD cluster was quantitatively analyzed by c
article · Nov 2026
Improving Detection of Hippocampal Epileptiform Activity Using Magnetoencephalography
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Purpose: Magnetoencephalography (MEG) defines the spike-generating zone and provides targets for invasive monitoring with stereotactic electroencephalography. This retrospective, blinded, cross-sectional study determined whether MEG virtual
article · Nov 2026
Subtraction ictal SPECT co-registered to MRI (SISCOM) patterns in children with temporal lobe epilepsy
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Objective: We evaluated SISCOM patterns and their relationship with surgical outcome in children with temporal lobe epilepsy (TLE) who had undergone a temporal lobe surgery. Methods: This was an observational study evaluating SISCOM pattern
article · Nov 2026
Neuromagnetic high frequency spikes are a new and noninvasive biomarker for localization of epileptogenic zones
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Objective: One barrier hindering high frequency brain signals (HFBS, >80 Hz) from wide clinical applications is that the brain generates both pathological and physiological HFBS. This study was to find specific biomarkers for localizing epi
article · Nov 2026
Delineation of epileptogenic zones with high frequency magnetic source imaging based on kurtosis and skewness
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Background: Neuromagnetic high frequency brain signals (HFBS, > 80 Hz) are a new biomarker for localization of epileptogenic zones (EZs) for pediatric epilepsy. Methods: Twenty three children with drug-resistant epilepsy and age/sex matched
article · Nov 2026
Kurtosis and skewness of high-frequency brain signals are altered in paediatric epilepsy.
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Intracranial studies provide solid evidence that high-frequency brain signals are a new biomarker for epilepsy. Unfortunately, epileptic (pathological) high-frequency signals can be intermingled with physiological high-frequency signals mak
article · Nov 2026
Impact of radiotracer injection latency and seizure duration on subtraction ictal SPECT co-registered to MRI (SISCOM) performance in children.
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We evaluated the impact of radiotracer injection latency and post-injection seizure duration on subtraction ictal SPECT co-registered to MRI (SISCOM) test performance in identifying the epileptogenic zone (EZ) in children with drug-resistan
article · Nov 2026
Prospective detection of cortical dysplasia on clinical MRI in pediatric intractable epilepsy
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Background: Cortical dysplasia is the most common cause of pediatric refractory epilepsy. MRI detection of epileptogenic lesion is associated with good postsurgical outcome. Additional electrophysiological information is suggested to be hel
article · Nov 2026
Language & Functional Mapping13 items
Stereo-EEG mapping of visual working memory with task-related high-gamma modulations
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Objective: We describe a safe, informative, and easy-to-implement approach for presurgical mapping of visual working memory (VWM) with stereo-electroencephalography (SEEG). Methods: Twenty-four patients with drug-resistant epilepsy, 11-23 y
article · Nov 2026
Language Mapping With rTMS in Healthy Pediatric Patients.
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Repetitive transcranial magnetic stimulation (rTMS) is a potentially effective, noninvasive tool for language mapping. However, there is a paucity of data in pediatric patients. In this study, we aimed to map language sites in healthy pedia
article · Nov 2026
Behavior-iEEG-Spectral-Power-Correlation: Defining Neural Substrates of Naturalistic Behavior.
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Intracranial language localization with electrical stimulation mapping (ESM) and high-gamma modulation (HGM) mapping relies on artificial, repetitive tasks, requiring sustained cooperation from patients. Herein, we tested the validity of un
article · Nov 2026
High-gamma modulation language mapping and cognitive outcomes after epilepsy surgery
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Objective: We evaluated changes in cognitive domains after neurosurgical lesioning of cortical sites with significant high-gamma power modulations (HGM) during a visual naming task, although these sites were found language-negative on stand
article · Nov 2026
Tolerability of transcranial magnetic stimulation language mapping in children
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Objective: Transcranial Magnetic Stimulation (TMS) has emerged as a viable non-invasive method for mapping language networks. Little is known about the tolerability of transcranial magnetic stimulation language mapping in children. Methods:
article · Nov 2026
Functional MRI and electrical stimulation mapping for language localization: A comparative meta-analysis
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Objective: This systematic review and meta-analysis evaluated the diagnostic validity of functional magnetic resonance imaging (fMRI) compared to electrical stimulation mapping (ESM) for pre-surgical language mapping. Methods: A structured
article · Nov 2026
High-gamma modulation language mapping with stereo-EEG: A novel analytic approach and diagnostic validation
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Objective: A novel analytic approach for task-related high-gamma modulation (HGM) in stereo-electroencephalography (SEEG) was developed and evaluated for language mapping. Methods: SEEG signals, acquired from drug-resistant epilepsy patient
article · Nov 2026
Neuropsychological outcomes after pediatric epilepsy surgery: Role of electrical stimulation language mapping
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Purpose: We studied the association between electrical stimulation mapping (ESM) with a visual naming task and post-operative neuropsychological outcomes after pediatric epilepsy surgery. Methods: Children who underwent epilepsy surgery, ha
article · Nov 2026
Electrical stimulation mapping of language with stereo-EEG.
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We prospectively validated stereo-electroencephalography (EEG) electrical stimulation mapping (ESM) of language against a reference standard of meta-analytic functional magnetic resonance imaging (fMRI) framework (Neurosynth). Language ESM
article · Nov 2026
Electrocorticographic high-gamma modulation with passive listening paradigm for pediatric extraoperative language mapping
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Objective: This prospective study compared the topography of high-gamma modulation (HGM) during a story-listening task requiring negligible patient cooperation, with the conventional electrical stimulation mapping (ESM) using a picture-nami
article · Nov 2026
Fosphenytoin pre-medication for pediatric extra-operative electrical stimulation brain mapping.
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We studied the effect of fosphenytoin (FOS) pre-medication on the incidence and thresholds of after-discharges (ADs), seizures, and functional responses during electrical stimulation mapping (ESM). As individualized by the attending epilept
article · Nov 2026
Presurgical language localization with visual naming associated ECoG high- gamma modulation in pediatric drug-resistant epilepsy
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Objective: This prospective study compared presurgical language localization with visual naming-associated high-γ modulation (HGM) and conventional electrical cortical stimulation (ECS) in children with intracranial electrodes. Methods: Pat
article · Nov 2026
Electrocorticographic language mapping in children by high-gamma synchronization during spontaneous conversation: comparison with conventional electrical cortical stimulation
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Introduction: This study describes development of a novel language mapping approach using high-γ modulation in electrocorticograph (ECoG) during spontaneous conversation, and its comparison with electrical cortical stimulation (ECS) in chil
article · Nov 2026
Sensorimotor Mapping4 items
Emotional facial expression and perioral motor functions of the human auditory cortex
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Objective: We investigated the role of transverse temporal gyrus and adjacent cortex (TTG+) in facial expressions and perioral movements. Methods: In 31 patients undergoing stereo-electroencephalography monitoring, we describe behavioral re
article · Nov 2026
Electrical stimulation sensorimotor mapping with stereo-EEG
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Objective: We evaluated stereo-EEG electrical stimulation mapping (ESM) for localization of anatomic sensorimotor parcels in pediatric patients with drug-resistant epilepsy. We also analyzed sensorimotor and after-discharge thresholds, and
article · Nov 2026
After-discharges and seizures during pediatric extra-operative electrical cortical stimulation functional brain mapping: Incidence, thresholds, and determinants
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Objective: This study examined the incidence, thresholds, and determinants of electrical cortical stimulation (ECS)-induced after-discharges (ADs) and seizures. Methods: Electrocorticograph recordings were reviewed to determine incidence of
article · Nov 2026
Language and motor function thresholds during pediatric extra-operative electrical cortical stimulation brain mapping
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Objective: To examine current thresholds and their determinants for language and motor mapping with extra-operative electrical cortical stimulation (ECS). Methods: ECS electrocorticograph recordings were reviewed to determine functional thr
article · Nov 2026
Temporal Lobe Epilepsy3 items
Long-term seizure outcomes after pediatric temporal lobectomy: does brain MRI lesion matter?
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Objective: There is emerging data that adults with temporal lobe epilepsy (TLE) without a discrete lesion on brain MRI have surgical outcomes comparable to those with hippocampal sclerosis (HS). However, pediatric TLE is different from its
article · Nov 2026
Mesial temporal lobe morphology in intractable pediatric epilepsy: so-called hippocampal malrotation, associated findings, and relevance to presurgical assessment
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OBJECTIVE Diagnostic criteria for hippocampal malrotation (HIMAL) on brain MRI typically include a rounded hippocampus, vertical collateral sulcus, and architectural blurring. Relationship to epileptogenesis remains speculative, and usefuln
article · Nov 2026
Outcome following surgery for temporal lobe epilepsy with hippocampal involvement in preadolescent children: emphasis on mesial temporal sclerosis
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Object: The authors conducted a multiinstitutional, retrospective analysis to better define outcome and prognostic indicators for temporal lobe epilepsy surgery for suspected mesial temporal sclerosis (MTS) in young children. Methods: Data
article · Nov 2026
Extratemporal & Focal Resection10 items
Seizure outcomes after laser interstitial thermal therapy for pediatric extratemporal lobe epilepsy
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Objective: Approximately one-third of patients with epilepsy develop drug-resistant epilepsy (DRE). Extratemporal lobe epilepsy (ETLE) represents 30%-40% of focal epilepsy cases. ETLE poses significant challenges in localization and treatme
article · Nov 2026
Impact of seizure onset zone and intracranial electroencephalography ictal characteristics on epilepsy surgery outcomes in tuberous sclerosis complex
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Ninety percent of tuberous sclerosis complex (TSC) patients have seizures, with ∼50 % developing drug refractory epilepsy. Surgical intervention aims to remove the seizure onset zone (SOZ). This retrospective study investigated the relation
article · Nov 2026
Neuropsychological outcomes after epilepsy surgery: A comparison of stereo electroencephalography and subdural electrodes.
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We analyzed the association of neuropsychological outcomes after epilepsy surgery with the intracranial electrode type (stereo electroencephalography [SEEG] and subdural electrodes [SDE]), and electrical stimulation mapping (ESM) of speech/
article · Nov 2026
Categorizing cortical dysplasia lesions for surgical outcome using network functional connectivity
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Objective: Focal cortical dysplasia (FCD) is often associated with drug-resistant epilepsy, leading to a recommendation to surgically remove the seizure focus. Predicting outcome for resection of FCD is challenging, requiring a new approach
article · Nov 2026
Pediatric Epilepsy Surgery: The Prognostic Value of Central Nervous System Comorbidities in Patients and their Families.
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Central nervous system comorbidities have been identified in patients with epilepsy. Several of these comorbidities have been correlated with poor surgery outcomes in patient cohorts. The authors sought to determine if prevalence of comorbi
article · Nov 2026
Clinical factors predict surgical outcomes in pediatric MRI-negative drug-resistant epilepsy.
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Lack of a potentially epileptogenic lesion on brain magnetic resonance imaging (MRI) is a poor prognostic marker for epilepsy surgery. We present a single-center series of childhood-onset MRI-negative drug-resistant epilepsy (DRE) and analy
article · Nov 2026
Resection of ictal high frequency oscillations is associated with favorable surgical outcome in pediatric drug resistant epilepsy secondary to tuberous sclerosis complex
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Resective epilepsy surgery can improve seizures when the epileptogenic zone (EZ) is limited to a well-defined region. High frequency oscillations (HFO) have been recognized as having a high association with the seizure onset zone. Therefore
article · Nov 2026
Should spikes on post-resection ECoG guide pediatric epilepsy surgery?
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Purpose: There is wide variation in clinical practice regarding the role of electrocorticography immediately after resection (post-resection ECoG) for pediatric epilepsy surgery. Results can guide further resection of potentially epileptoge
article · Nov 2026
Preresection intraoperative electrocorticography (ECoG) abnormalities predict seizure-onset zone and outcome in pediatric epilepsy surgery
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Objective: The predictive value of intraoperative electrocorticography (ECoG) in pediatric epilepsy surgery is unknown. In a population of children undergoing ECoG followed typically by invasive extraoperative monitoring (IEM) and resection
article · Nov 2026
Acute postoperative seizures and long-term outcome following pediatric epilepsy surgery
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Purpose: Acute post-operative seizures (APOS) after epilepsy surgery, previously believed to be benign, are increasingly associated with poor long-term prognosis. Prior literature has focused primarily on adult temporal lobe epilepsy. This
article · Nov 2026
Laser Ablation Therapy2 items
Magnetic resonance imaging-guided stereotactic laser ablation therapy for the treatment of pediatric epilepsy: a retrospective multiinstitutional study
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Objective: The authors of this study evaluated the safety and efficacy of stereotactic laser ablation (SLA) for the treatment of drug-resistant epilepsy (DRE) in children. Methods: Seventeen North American centers were enrolled in the study
article · Nov 2026
Magnetic resonance-guided stereotactic laser ablation therapy for the treatment of pediatric brain tumors: a multiinstitutional retrospective study
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Objective: This study aimed to assess the safety and efficacy of MR-guided stereotactic laser ablation (SLA) therapy in the treatment of pediatric brain tumors. Methods: Data from 17 North American centers were retrospectively reviewed. Cli
article · Nov 2026
Disconnection Procedures2 items
MRI and pathology comparisons in Rasmussen's encephalitis: a multi-institutional examination of hemispherotomy outcomes relative to imaging and histological severity
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Purpose: Rasmussen encephalitis (RE) is a very rare chronic neurological disorder of unilateral inflammation of the cerebral cortex. Hemispherotomy provides the best chance at achieving seizure freedom in RE patients, but with significant r
article · Nov 2026
Posterior Quadrant Disconnection Procedure for Intractable Epilepsy: A Case Series of 5 Young Pediatric Patients.
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Posterior quadrant disconnection (PQD) has been described as a treatment for patients with refractory posterior quadrant subhemispheric epilepsy. Surgical outcomes are difficult to interpret because of limited literature. To provide insight
article · Nov 2026
Corpus Callosotomy2 items
Added value of corpus callosotomy following vagus nerve stimulation in children with Lennox-Gastaut syndrome: A multicenter, multinational study
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Objective: Lennox-Gastaut syndrome (LGS) is a severe form of epileptic encephalopathy, presenting during the first years of life, and is very resistant to treatment. Once medical therapy has failed, palliative surgeries such as vagus nerve
article · Nov 2026
Corpus callosotomy for childhood-onset drug-resistant epilepsy unresponsive to vagus nerve stimulation
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Purpose: Corpus callosotomy and vagus nerve stimulation are common palliative options for people with drug-resistant epilepsy when resective epilepsy surgery is not feasible. Because most of the published corpus callosotomy experience comes
article · Nov 2026
Infants & Young Children2 items
Epilepsy surgery in infants up to 3 months of age: Safety, feasibility, and outcomes: A multicenter, multinational study
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Objective: Drug-resistant epilepsy (DRE) during the first few months of life is challenging and necessitates aggressive treatment, including surgery. Because the most common causes of DRE in infancy are related to extensive developmental an
article · Nov 2026
Characterization of the supplementary motor area syndrome and seizure outcome after medial frontal lobe resections in pediatric epilepsy surgery
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Background: In adults, resection of the medial frontal lobe has been shown to result in supplementary motor area (SMA) syndrome, a disorder characterized by transient motor impairment. Studies examining the development of SMA syndrome in ch
article · Nov 2026
Responsive Neurostimulation3 items
Programming parameters affecting seizure reduction in responsive neurostimulation patients at a pediatric center.
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Responsive neurostimulation (RNS) is an effective treatment for drug-resistant epilepsy, but optimal programming strategies remain undefined in pediatric populations. This study investigates the effect of programming parameter differences o
article · Nov 2026
Responsive Neurostimulation of Thalamic and Nonthalamic Targets in Pediatric and Young Adult Patients With Intractable Epilepsy
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Background And Objectives: Epilepsy is a significant cause of morbidity and has negative effects on cognitive and psychosocial development in pediatric and young adult patients. For pediatric patients who have epileptogenic foci that are po
article · Nov 2026
Responsive neurostimulation device therapy in pediatric patients with complex medically refractory epilepsy
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Objective: Pediatric epilepsy is characterized as drug resistant in 20%-30% of patients and defined as persistent seizures despite adequate treatment with two first-line antiepileptic medications. The American Academy of Neurology advocates
article · Nov 2026
Vagus Nerve Stimulation4 items
Generator replacement with cardiac-based VNS device in children with drug-resistant epilepsy: An observational study
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Purpose: This study evaluated the seizure outcomes in children with drug-resistant epilepsy (DRE), having a pre-existing VNS device, after generator replacement with cardiac-based VNS device. Methods: This retrospective study enrolled 30 ch
article · Nov 2026
Vagus Nerve Stimulation for Electrographic Status Epilepticus in Slow-Wave Sleep
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Background: Electrographic status epilepticus in slow sleep or continuous spike and waves during slow-wave sleep is an epileptic encephalopathy characterized by seizures, neurocognitive regression, and significant activation of epileptiform
article · Nov 2026
Predictors of response to vagus nerve stimulation in childhood-onset medically refractory epilepsy.
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This study explored predictors of response to vagus nerve stimulation in childhood-onset epilepsy. This retrospective chart review included all patients with new vagus nerve stimulator insertion between January 1, 2006, and December 31, 201
article · Nov 2026
Management of vagal nerve stimulator infections: do they need to be removed?
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Object: Vagal nerve stimulators (VNSs) have been used successfully to treat medically refractory epilepsy. Although their efficacy is well established, appropriate management of infections is less clearly defined. In the authors' experience
article · Nov 2026
Tuberous Sclerosis2 items
Prognostic application of lesion network mapping to epilepsy surgery outcomes in pediatric tuberous sclerosis complex
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Objective: Patients with tuberous sclerosis complex (TSC)-related epilepsy often have drug-refractory epilepsy and numerous potential epileptogenic tubers. Current clinical methods target tubers for resection, but prediction of resulting se
article · Nov 2026
Altered cortical excitability in tuberous sclerosis and the effect of mTOR inhibitors: An intracranial electrical stimulation study
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Objective: We used electrical stimulation mapping (ESM) of functional responses, after-discharges (ADs), and unwanted electrical stimulation-induced seizures (EIS) to explore differences in cortical excitability in tuberous sclerosis comple
article · Nov 2026
Cortical Dysplasia1 item
Imaging spectrum of cortical dysplasia in children
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Seminars in roentgenology · 2014
article · Nov 2026
Brain Tumors1 item
Seizures following surgery for supratentorial extratemporal low-grade tumors in children: a multicenter retrospective study.
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Resection of brain tumors may lead to new-onset seizures but may also reduce seizure rates in patients presenting with seizures. Seizures are seen at presentation in about 24% of patients with brain tumors. For lesional epilepsy in general,
article · Nov 2026
Resting-state intracranial high-frequency oscillations and human cognition
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In 59 drug-resistant epilepsy patients undergoing stereo-electroencephalography, we evaluated relationships between rates of 80-250 Hz high-frequency oscillations (HFO-Rs) and standardized neuropsychological scores. We also quantified how l
article · Nov 2026
Localization and duration dependent effects of pediatric refractory epilepsy on language function
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Introduction: We studied effects of duration of epilepsy and location of epileptogenic zone (EZ) on visual naming (VN) and auditory naming (AN) response latencies in pediatric focal drug-resistant epilepsy. We also analyzed temporal profile
article · Nov 2026
Neuronal Circuits Supporting Development of Visual Naming Revealed by Intracranial Coherence Modulations.
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Improvement in visual naming abilities throughout the childhood and adolescence supports development of higher-order linguistic skills. We investigated neuronal circuits underlying improvement in the speed of visual naming with age, and age
article · Nov 2026
A distributed network supports spatiotemporal cerebral dynamics of visual naming
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Objective: Cerebral spatiotemporal dynamics of visual naming were investigated in epilepsy patients undergoing stereo-electroencephalography (SEEG) monitoring. Methods: Brain networks were defined by Parcel-Activation-Resection-Symptom matc
article · Nov 2026
Reading in children with drug-resistant epilepsy was related to functional connectivity in cognitive control regions.
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This study aimed to define whether individuals with drug-resistant focal epilepsy also used regions related to cognitive control to facilitate reading. We focused on patients with drug-resistant focal epilepsy in 2011-2014, who were aged 8-
article · Nov 2026
A model for visual naming based on spatiotemporal dynamics of ECoG high-gamma modulation
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Objective: We studied spatiotemporal dynamics of electrocorticographic (ECoG) high-gamma modulation (HGM) during visual naming. Methods: In 8 patients, aged 4-19 years, with left hemisphere subdural electrodes, propagation of ECoG HGM durin
article · Nov 2026
Development of information sharing in language neocortex in childhood-onset drug-resistant epilepsy.
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We studied age-related dynamics of information sharing among cortical language regions with electrocorticographic high-gamma modulation during picture-naming and story-listening tasks. Seventeen epilepsy patients aged 4-19 years, undergoing
article · Nov 2026
Neuropsychological outcomes after resection of cortical sites with visual naming associated electrocorticographic high-gamma modulation.
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Language mapping with high-gamma modulation (HGM) has compared well with electrical cortical stimulation mapping (ESM). However, there is limited prospective data about its functional validity. We compared changes in neuropsychological eval
article · Nov 2026
Early Identification of Candidates for Epilepsy Surgery: A Multicenter, Machine Learning, Prospective Validation Study
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Background And Objectives: Epilepsy surgery is often delayed. We previously developed machine learning (ML) models to identify candidates for resective epilepsy surgery earlier in the disease course. In this study, we report the prospective
article · Nov 2026
Automated, machine learning-based alerts increase epilepsy surgery referrals: A randomized controlled trial
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Objective: To determine whether automated, electronic alerts increased referrals for epilepsy surgery. Methods: We conducted a prospective, randomized controlled trial of a natural language processing-based clinical decision support system
article · Nov 2026
Early identification of epilepsy surgery candidates: A multicenter, machine learning study
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Objectives: Epilepsy surgery is underutilized. Automating the identification of potential surgical candidates may facilitate earlier intervention. Our objective was to develop site-specific machine learning (ML) algorithms to identify candi
article · Nov 2026
Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery
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Objective: Delay to resective epilepsy surgery results in avoidable disease burden and increased risk of mortality. The objective was to prospectively validate a natural language processing (NLP) application that uses provider notes to assi
article · Nov 2026
Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.
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Racial disparities in the utilization of epilepsy surgery are well documented, but it is unknown whether a natural language processing (NLP) algorithm trained on physician notes would produce biased recommendations for epilepsy presurgical
article · Nov 2026
Methodological Issues in Predicting Pediatric Epilepsy Surgery Candidates Through Natural Language Processing and Machine Learning
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We describe the development and evaluation of a system that uses machine learning and natural language processing techniques to identify potential candidates for surgical intervention for drug-resistant pediatric epilepsy. The data are comp
article · Nov 2026
A probabilistic approach for lateralization of seizure onset zone in drug-resistant epilepsy with bilateral cerebral pathology.
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Lateralization of seizure-onset zone (SOZ) during electroencephalography (EEG) monitoring in people with bilateral potentially epileptogenic lesions is important to facilitate clinical decision making for resective surgery. We develop two B
article · Nov 2026
Intracranial High-Frequency Oscillations and Epileptogenic Zone: Incorporating Neuroanatomic Variation
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Purpose: To determine if incorporating neuroanatomic or intersubject variation in the occurrence rate of intracranial high-frequency oscillations improves its diagnostic performance for localization of epileptogenic zone (EZ). Methods: Five
article · Nov 2026
Chronobiological Spatial Clusters of Cortical Regions in the Human Brain
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Purpose: We demonstrate that different regions of the cerebral cortex have different diurnal rhythms of spontaneously occurring high-frequency oscillations (HFOs). Methods: High-frequency oscillations were assessed with standard-of-care ste
article · Nov 2026
Diurnal rhythms of spontaneous intracranial high-frequency oscillations
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Objective: Seizures are known to occur with diurnal and other rhythms. To gain insight into the neurophysiology of periodicity of seizures, we tested the hypothesis that intracranial high-frequency oscillations (HFOs) show diurnal rhythms a
article · Nov 2026
Acute postoperative seizures as predictors of seizure outcomes after epilepsy surgery
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Objectives: This meta-analysis was performed to determine if acute postoperative seizures (APOS) predict epilepsy surgery outcomes. Additionally, we estimated pooled prevalence for APOS and explored if certain APOS characteristics predict s
article · Nov 2026
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