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Clinical Risk Factors for Suicide in Persons With Epilepsy: A Nationwide Population-Based Case-Control Study -
BACKGROUND AND OBJECTIVES: Individuals with epilepsy face an elevated risk of suicide, but risk factors for suicide remain incompletely understood. We conducted a nationwide case-control study in Sweden to investigate clinical characteristics associated with suicide risk in persons with epilepsy.
Artificial Intelligence-Based Neonatal Seizure Detection: A Pragmatic Evaluation of Clinical Performance Tradeoffs in Clinical EEG -
CONCLUSIONS: AI-based NSDs demonstrated high infant-level sensitivity but different tradeoffs between seizure-level detection and alarm burden. These findings highlight how AI tools may augment clinical EEG workflows and support earlier seizure recognition, while underscoring the need for evaluation under real-world conditions to guide safe and effective implementation.
A Dual-Branch Model based Federated Learning Framework for Seizure-Type Classification -
Accurate seizure-type identification is of great significance for epilepsy patient treatment and management. Manual electroencephalogram (EEG) data analysis, the traditional method, is time-consuming, labor-intensive, and subjective. While deep learning has shown great potential in medical diagnosis, it faces privacy and data silo challenges in handling multi-center EEG data. To address these i...
Beware of Tall Stature: Growth Hormone Excess Associated with a Rare Parasellar Extra-Axial Tumour-Diagnostic and Management Challenges in a Resource-Limited Setting -
CONCLUSION: GH excess and gigantism can arise secondary to parasellar pathology rather than intrinsic pituitary disease, with neurological features like refractory epilepsy occasionally preceding classic endocrine manifestations. Rapid adolescent growth paired with neurological signs warrants urgent structural neuroimaging. Meticulous perioperative pituitary monitoring and early multidisciplina...
Antiseizure Medication Dispensing Before and After Initiation of Antidementia Medicines: A Population-Based Matched Cohort Study -
CONCLUSIONS: ASM dispensing, most noticeably valproate, was higher in people with antidementia medicine dispensing than in controls, modestly before and markedly after initiation. Behavioural and psychiatric indications seem to predominate, with a smaller seizure-related contribution possibly beginning before treatment, although dispensing data cannot confirm indications. Valproate use warrants...
Early benzodiazepine treatment and electrographic seizures after febrile status epilepticus -
No abstract
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