A dataset of neonatal EEG recordings with seizure annotations
نویسندگان
چکیده
منابع مشابه
Seizure Prediction from Intracranial EEG Recordings
S EIZURE forecasting systems hold promise for improving the quality of life for patients with epilepsy. One proposed forecasting method relies on continuous intracranial electroencephalography (iEEG) recording to look for telltale feature sets in EEG data that suggest imminent seizure threats. In order for EEG –based seizure forecasting systems to work effectively, computational algorithms must...
متن کاملInferring seizure frequency from brief EEG recordings.
Routine EEGs remain a cornerstone test in caring for people with epilepsy. Although rare, a self-limited seizure (clinical or electrographic only) may be observed during such brief EEGs. The implications of observing a seizure in this situation, especially with respect to inferring the underlying seizure frequency, are unclear. The issue is complicated by the inaccuracy of patient-reported esti...
متن کاملEEG-based neonatal seizure detection with Support Vector Machines
OBJECTIVE The study presents a multi-channel patient-independent neonatal seizure detection system based on the Support Vector Machine (SVM) classifier. METHODS A machine learning algorithm (SVM) is used as a classifier to discriminate between seizure and non-seizure EEG epochs. Two post-processing steps are proposed to increase both the temporal precision and the robustness of the system. Th...
متن کاملThe frequency of EEG abnormalities in children with febrile seizure
Background and Objective: Febrile seizures are one of the most common neurological disorders in children. The aim of this study was to investigate the extent of abnormal EEG reports and their association with other risk factors of febrile seizures. Material &Method: In this prospective observational study, all patients with febrile seizure admitted in Mousavi Hospital in Zanjan, Iran, from Ap...
متن کاملLocalization of extratemporal seizure with noninvasive dense-array EEG. Comparison with intracranial recordings.
A 13-year-old girl presented with refractory seizures since the age of 5 years. Clinical exam and MRI studies were normal. Ictal EEG discharges suggested possible left posterior quadrant distribution but were not well localized with standard methods. A seizure was recorded during 128-channel EEG video long-term monitoring prior to invasive recordings. Applying a source analysis method, seizure ...
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ژورنال
عنوان ژورنال: Scientific Data
سال: 2019
ISSN: 2052-4463
DOI: 10.1038/sdata.2019.39