Dynamic training of a novelty classifier algorithm for real-time detection of early seizure onset.

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作者： Daniel,Ehrens ^[1] ; Mackenzie C,Cervenka ^[2] ; Gregory K,Bergey ^[2] ; Christophe C,Jouny ^[2]

作者单位： Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA. Electronic address: dehrens@jhu.edu. ^[1] Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD, USA. ^[2]

关键词 Dynamic learning algorithm Early seizure-onset detection Novelty classifier One-class SVM Real-time seizure detection

主题词成年人(Adult);脑电描记术(Electroencephalography);癫痫(Epilepsy);女(雌)性(Female);人类(Humans);男(雄)性(Male);中年人(Middle Aged);发作(Seizures);敏感性与特异性(Sensitivity and Specificity)

DOI 10.1016/j.clinph.2021.12.011

PMID 35065325

发布时间 2023-03-02

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Clinical neurophysiology

2022年135卷

85-95页

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Dynamic training of a novelty classifier algorithm for real-time detection of early seizure onset.

Clinical neurophysiology

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Dynamic training of a novelty classifier algorithm for real-time detection of early seizure onset.

Clinical neurophysiology

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Clinical neurophysiology

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