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Enhancing Cross-Patient Seizure Detection with Test-Time Adaptation -
Automated seizure detection is essential for effective epilepsy management, yet patient-specific models often generalize poorly across patients due to distribution shifts. Unlike methods focused solely on training-phase generalization, we propose a test-time adaptation strategy that dynamically adjusts model parameters using test samples. Built on ResNet-18, our approach incorporates a learnabl...
Antipsychotic use among paediatric patients living with epilepsy in Uganda -
Epilepsy is a common chronic neurological disorder in childhood, often accompanied by behavioural and psychiatric challenges such as aggression, irritability, and hyperactivity. Management of these comorbidities may involve antipsychotic medications, yet data on their use in African settings remain scarce. To examine the prevalence and patterns of antipsychotic prescribing among children and ad...
Vitamin D(3) prevents epileptic seizures by modulating the ras signalling pathway via Gnb1 and Casr in acute epilepsy mouse models -
CONCLUSION: VitD exerts neuroprotective effects in acute epilepsy, potentially through regulation of Casr and the Ras signalling pathway. In this context, Gnb1 likely acting as a downstream potential mediator linking Casr activation to Ras signalling. These findings highlight VitD's potential as a neuroprotective agent in epilepsy and provide new insights into the molecular mechanisms underlyin...
Knowledge, attitudes, and practices regarding childhood epilepsy among parents of children with epilepsy: a questionnaire-based study -
This study examined the knowledge, attitudes, and practices (KAP) among caregivers of children with epilepsy. A cross-sectional survey was conducted from September 2024 to February 2025 in two hospitals in Zibo, China. Structural equation modeling (SEM) was applied to explore the relationships among the KAP components. A total of 385 caregivers participated; most were female (59.5%) and urban r...
Endoscopic endonasal depth EEG-guided resection of a temporal encephalocele resulting in seizure freedom: illustrative case -
BACKGROUND: Temporal encephaloceles (TEs) are increasingly recognized as epileptogenic lesions in drug-resistant temporal lobe epilepsy. However, endoscopic endonasal surgery performed primarily to resect epileptogenic lesions remains extremely rare, largely because defining the optimal extent of resection is challenging without direct electrophysiological confirmation.
Child Neurology: Expanding the LGI1 Spectrum: Homozygous Loss-of-Function Variant in an Infant With Epileptic Encephalopathy -
Epilepsy syndromes are clinically defined by their specific set of features, including seizure types, age at onset, electroencephalographic patterns, and prognosis. For example, autosomal-dominant lateral temporal lobe epilepsy (ADLTE) is a well-recognized epilepsy syndrome associated with heterozygous leucine-rich glioma inactivated-1 (LGI1) gene variants. Relatedly, developmental and epilepti...
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