Automatic and Quantitative Electroencephalographic Characterization of Drug-Resistant Epilepsy in Neonatal KCNQ2 Epileptic Encephalopathy

Automatic and Quantitative Electroencephalographic Characterization of Drug-Resistant Epilepsy in Neonatal KCNQ2 Epileptic Encephalopathy

KCNQ2 epileptic encephalopathy is relatively common in early-onset neonatal epileptic encephalopathy and seizure severity varied widely, categorized as drug-sensitive epilepsy and drug-resistant epilepsy. However, in clinical practice, anti-seizure medicines need to be gradually adjusted based on se...

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Bibliographic Details
Main Authors: Zheng Zeng, Yan Xu, Chen Chen, Ligang Zhou, Yalin Wang, Minghui Liu, Long Meng, Yuanfeng Zhou, Wei Chen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
KCNQ2 epileptic encephalopathy
drug-resistant epilepsy
electroencephalogram (EEG)
gradient boosting decision tree (GBDT)
Online Access:https://ieeexplore.ieee.org/document/10182364/

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