Using Low-Frequency Oscillations to Detect Temporal Lobe Epilepsy with Machine Learning
نویسندگان
چکیده
منابع مشابه
Comparison of temporal lobe epilepsy with hippocampal sclerosis and temporal lobe epilepsies due to other etiologies
Background: This study compares the clinical characteristics of patients with mesial temporal lobe epilepsy with hippocampal sclerosis (mTLE-HS) with those who have temporal lobe epilepsy (TLE) due to other etiologies. Methods : In this retrospective study all patients with a clinical diagnosis of TLE were recruited in a referral outpatient epilepsy clinic at Shiraz University of Medical Sc...
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متن کاملUsing machine learning to classify temporal lobe epilepsy based on diffusion MRI
BACKGROUND It is common for patients diagnosed with medial temporal lobe epilepsy (TLE) to have extrahippocampal damage. However, it is unclear whether microstructural extrahippocampal abnormalities are consistent enough to enable classification using diffusion MRI imaging. Therefore, we implemented a support vector machine (SVM)-based method to predict TLE from three different imaging modaliti...
متن کاملcomparison of temporal lobe epilepsy with hippocampal sclerosis and temporal lobe epilepsies due to other etiologies
background: this study compares the clinical characteristics of patients with mesial temporal lobe epilepsy with hippocampal sclerosis (mtle-hs) with those who have temporal lobe epilepsy (tle) due to other etiologies. methods : in this retrospective study all patients with a clinical diagnosis of tle were recruited in a referral outpatient epilepsy clinic at shiraz university of medical scie...
متن کاملEndoscopic Transsphenoidal Resection of a Medial Temporal Arachnoid Cyst in a Patient with Temporal Lobe Epilepsy
Abstract Introduction: Arachnoid cysts are developmental cystic lesions which may be found as an incidental finding on neuroimaging or present with symptoms of headache, seizure and neurologic deficit. Presentation with seizure is more common with larger sizes and temporal location. Presentation with TLE is rare, and fenestration of cysts had variable results for seizure control. Here in, we r...
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ژورنال
عنوان ژورنال: Brain Connectivity
سال: 2019
ISSN: 2158-0014,2158-0022
DOI: 10.1089/brain.2018.0601